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{ "proceeding": { "id": "12OmNvA1hd6", "title": "2010 IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems", "acronym": "mascots", "groupId": "1000469", "volume": "0", "displayVolume": "0", "year": "2010", "__typename": "ProceedingType" }, "article": { "id": "12OmNBpEeLo", "doi": "10.1109/MASCOTS.2010.12", "title": "PAC: Pattern-driven Application Consolidation for Efficient Cloud Computing", "normalizedTitle": "PAC: Pattern-driven Application Consolidation for Efficient Cloud Computing", "abstract": "To reduce cloud system resource cost, application consolidation is a must. In this paper, we present a novel pattern driven application consolidation (PAC) system to achieve efficient resource sharing in virtualized cloud computing infrastructures. PAC employs signal processing techniques to dynamically discover significant patterns called signatures of different applications and hosts. PAC then performs dynamic application consolidation based on the extracted signatures. We have implemented a prototype of the PAC system on top of the Xen virtual machine platform and tested it on the NCSU Virtual Computing Lab. We have tested our system using RUBiS benchmarks, Hadoop data processing systems, and IBM System S stream processing system. Our experiments show that 1) PAC can efficiently discover repeating resource usage patterns in the tested applications; 2) Signatures can reduce resource prediction errors by 50-90% compared to traditional coarse-grained schemes; 3) PAC can improve application performance by up to 50% when running a large number of applications on a shared cluster.", "abstracts": [ { "abstractType": "Regular", "content": "To reduce cloud system resource cost, application consolidation is a must. In this paper, we present a novel pattern driven application consolidation (PAC) system to achieve efficient resource sharing in virtualized cloud computing infrastructures. PAC employs signal processing techniques to dynamically discover significant patterns called signatures of different applications and hosts. PAC then performs dynamic application consolidation based on the extracted signatures. We have implemented a prototype of the PAC system on top of the Xen virtual machine platform and tested it on the NCSU Virtual Computing Lab. We have tested our system using RUBiS benchmarks, Hadoop data processing systems, and IBM System S stream processing system. Our experiments show that 1) PAC can efficiently discover repeating resource usage patterns in the tested applications; 2) Signatures can reduce resource prediction errors by 50-90% compared to traditional coarse-grained schemes; 3) PAC can improve application performance by up to 50% when running a large number of applications on a shared cluster.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "To reduce cloud system resource cost, application consolidation is a must. In this paper, we present a novel pattern driven application consolidation (PAC) system to achieve efficient resource sharing in virtualized cloud computing infrastructures. PAC employs signal processing techniques to dynamically discover significant patterns called signatures of different applications and hosts. PAC then performs dynamic application consolidation based on the extracted signatures. We have implemented a prototype of the PAC system on top of the Xen virtual machine platform and tested it on the NCSU Virtual Computing Lab. We have tested our system using RUBiS benchmarks, Hadoop data processing systems, and IBM System S stream processing system. Our experiments show that 1) PAC can efficiently discover repeating resource usage patterns in the tested applications; 2) Signatures can reduce resource prediction errors by 50-90% compared to traditional coarse-grained schemes; 3) PAC can improve application performance by up to 50% when running a large number of applications on a shared cluster.", "fno": "05581610", "keywords": [ "Benchmark Testing", "Internet", "Signal Processing", "Virtual Machines", "PAC", "Pattern Driven Application Consolidation", "Cloud Computing", "Cloud System Resource Cost", "Resource Sharing", "Virtualized Cloud", "Signal Processing Techniques", "Signatures", "Xen Virtual Machine Platform", "NCSU Virtual Computing Lab", "RU Bi S Benchmarks", "Hadoop Data Processing Systems", "IBM System", "Time Series Analysis", "Clouds", "Heuristic Algorithms", "Pattern Matching", "Servers", "Time Measurement", "Monitoring" ], "authors": [ { "affiliation": null, "fullName": "Zhenhuan Gong", "givenName": "Zhenhuan", "surname": "Gong", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Xiaohui Gu", "givenName": "Xiaohui", "surname": "Gu", "__typename": "ArticleAuthorType" } ], "idPrefix": "mascots", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2010-08-01T00:00:00", "pubType": "proceedings", "pages": "24-33", "year": "2010", "issn": "1526-7539", "isbn": "978-1-4244-8181-1", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "05581609", "articleId": "12OmNA14Act", "__typename": "AdjacentArticleType" }, "next": { "fno": "05581607", "articleId": "12OmNBKmXh1", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/cloudcom/2011/4622/0/4622a115", "title": "Energy-Aware Task Consolidation Technique for Cloud Computing", "doi": null, "abstractUrl": "/proceedings-article/cloudcom/2011/4622a115/12OmNCbCrRz", "parentPublication": { "id": "proceedings/cloudcom/2011/4622/0", "title": "2011 IEEE Third International Conference on Cloud Computing Technology and Science", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ccbd/2015/8350/0/8350a145", "title": "PCOS: Prescient Cloud I/O Scheduler for Workload Consolidation and Performance", "doi": null, "abstractUrl": "/proceedings-article/ccbd/2015/8350a145/12OmNrYCXU9", "parentPublication": { "id": "proceedings/ccbd/2015/8350/0", "title": "2015 International Conference on Cloud Computing and Big Data (CCBD)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cloud/2015/7287/0/7287a381", "title": "Utilization Prediction Aware VM Consolidation Approach for Green Cloud Computing", "doi": null, "abstractUrl": "/proceedings-article/cloud/2015/7287a381/12OmNz2kqlB", "parentPublication": { "id": "proceedings/cloud/2015/7287/0", "title": "2015 IEEE 8th International Conference on Cloud Computing (CLOUD)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ucc/2013/5152/0/06809408", "title": "Energy Aware Consolidation Algorithm Based on K-Nearest Neighbor Regression for Cloud Data Centers", "doi": null, "abstractUrl": "/proceedings-article/ucc/2013/06809408/12OmNzwHvwS", "parentPublication": { "id": "proceedings/ucc/2013/5152/0", "title": "2013 IEEE/ACM 6th International Conference on Utility and Cloud Computing (UCC)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cloud/2014/5063/0/5063a104", "title": "Energy-Aware Dynamic VM Consolidation in Cloud Data Centers Using Ant Colony System", "doi": null, "abstractUrl": "/proceedings-article/cloud/2014/5063a104/12OmNzwZ6pD", "parentPublication": { "id": "proceedings/cloud/2014/5063/0", "title": "2014 IEEE 7th International Conference on Cloud Computing (CLOUD)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/sc/2019/04/07589069", "title": "Energy and Migration Cost-Aware Dynamic Virtual Machine Consolidation in Heterogeneous Cloud Datacenters", "doi": null, "abstractUrl": "/journal/sc/2019/04/07589069/13rRUwInvcz", "parentPublication": { "id": "trans/sc", "title": "IEEE Transactions on Services Computing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/cc/2016/02/07180314", "title": "Pervasive Cloud Controller for Geotemporal Inputs", "doi": null, "abstractUrl": "/journal/cc/2016/02/07180314/13rRUwvT9id", "parentPublication": { "id": "trans/cc", "title": "IEEE Transactions on Cloud Computing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/cc/2019/02/07593250", "title": "Energy-Aware VM Consolidation in Cloud Data Centers Using Utilization Prediction Model", "doi": null, "abstractUrl": "/journal/cc/2019/02/07593250/13rRUxC0SJF", "parentPublication": { "id": "trans/cc", "title": "IEEE Transactions on Cloud Computing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/i-span/2018/8534/0/853400a113", "title": "A Novel Server Consolidation Method Based on Local Storage Integrated with Resource Demand Prediction", "doi": null, "abstractUrl": "/proceedings-article/i-span/2018/853400a113/17D45XeKgt5", "parentPublication": { "id": "proceedings/i-span/2018/8534/0", "title": "2018 15th International Symposium on Pervasive Systems, Algorithms and Networks (I-SPAN)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ispa-iucc-bdcloud-socialcom-sustaincom/2018/1141/0/114100a080", "title": "SLA-Aware and Energy-Efficient VM Consolidation in Cloud Data Centers Using Host States Naive Bayesian Prediction Model", "doi": null, "abstractUrl": "/proceedings-article/ispa-iucc-bdcloud-socialcom-sustaincom/2018/114100a080/18AuNQj8lkA", "parentPublication": { "id": "proceedings/ispa-iucc-bdcloud-socialcom-sustaincom/2018/1141/0", "title": "2018 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Ubiquitous Computing & Communications, Big Data & Cloud Computing, Social Computing & Networking, Sustainable Computing & Communications (ISPA/IUCC/BDCloud/SocialCom/SustainCom)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNwpGgKn", "title": "2011 IEEE Third International Conference on Cloud Computing Technology and Science", "acronym": "cloudcom", "groupId": "1800284", "volume": "0", "displayVolume": "0", "year": "2011", "__typename": "ProceedingType" }, "article": { "id": "12OmNBpVPRl", "doi": "10.1109/CloudCom.2011.29", "title": "Characterizing Power and Energy Usage in Cloud Computing Systems", "normalizedTitle": "Characterizing Power and Energy Usage in Cloud Computing Systems", "abstract": "Power and energy are primary concerns in the design and management of modern cloud computing systems and data centers. Operational costs for powering and cooling large-scale cloud systems will soon exceed acquisition costs. To improve the energy effciency of cloud computing systems and applications, it is critical to profile the power usage of real systems and applications. Many factors influence power and energy usage in cloud systems, including each components electrical specification, the system usage characteristics of the applications, and system software. In this work, we present the power profiling results on a cloud test bed. We combine hardware and software that achieves power and energy profiling at server granularity. We collect the power and energy usage data with varying server/cloud configurations, and quantify their correlation. Our experiments reveal conclusively how different system configurations affect the server/cloud power and energy usage.", "abstracts": [ { "abstractType": "Regular", "content": "Power and energy are primary concerns in the design and management of modern cloud computing systems and data centers. Operational costs for powering and cooling large-scale cloud systems will soon exceed acquisition costs. To improve the energy effciency of cloud computing systems and applications, it is critical to profile the power usage of real systems and applications. Many factors influence power and energy usage in cloud systems, including each components electrical specification, the system usage characteristics of the applications, and system software. In this work, we present the power profiling results on a cloud test bed. We combine hardware and software that achieves power and energy profiling at server granularity. We collect the power and energy usage data with varying server/cloud configurations, and quantify their correlation. Our experiments reveal conclusively how different system configurations affect the server/cloud power and energy usage.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Power and energy are primary concerns in the design and management of modern cloud computing systems and data centers. Operational costs for powering and cooling large-scale cloud systems will soon exceed acquisition costs. To improve the energy effciency of cloud computing systems and applications, it is critical to profile the power usage of real systems and applications. Many factors influence power and energy usage in cloud systems, including each components electrical specification, the system usage characteristics of the applications, and system software. In this work, we present the power profiling results on a cloud test bed. We combine hardware and software that achieves power and energy profiling at server granularity. We collect the power and energy usage data with varying server/cloud configurations, and quantify their correlation. Our experiments reveal conclusively how different system configurations affect the server/cloud power and energy usage.", "fno": "4622a146", "keywords": [ "Power Profiling", "Power Usage Modeling", "Energy Efficiency", "Green Cloud Systems" ], "authors": [ { "affiliation": null, "fullName": "Ziming Zhang", "givenName": "Ziming", "surname": "Zhang", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Song Fu", "givenName": "Song", "surname": "Fu", "__typename": "ArticleAuthorType" } ], "idPrefix": "cloudcom", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2011-11-01T00:00:00", "pubType": "proceedings", "pages": "146-153", "year": "2011", "issn": null, "isbn": "978-0-7695-4622-3", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "4622a138", "articleId": "12OmNxGSm2J", "__typename": "AdjacentArticleType" }, "next": { "fno": "4622a154", "articleId": "12OmNs5rkVB", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/dasc-picom-datacom-cyberscitech/2016/4065/0/07588854", "title": "Managing Energy Efficiency in the Cloud Computing Environment Using SNMPv3: A Quantitative Analysis of Processing and Power Usage", "doi": null, "abstractUrl": "/proceedings-article/dasc-picom-datacom-cyberscitech/2016/07588854/12OmNAXglP2", "parentPublication": { "id": "proceedings/dasc-picom-datacom-cyberscitech/2016/4065/0", "title": "2016 IEEE 14th Intl Conf on Dependable, Autonomic and Secure Computing, 14th Intl Conf on Pervasive Intelligence and Computing, 2nd Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress(DASC/PiCom/DataCom/CyberSciTech)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/acsat/2014/1845/0/1845a009", "title": "Comparison between Cloud Sim and Green Cloud in Measuring Energy Consumption in a Cloud Environment", "doi": null, "abstractUrl": "/proceedings-article/acsat/2014/1845a009/12OmNApLGzK", "parentPublication": { "id": "proceedings/acsat/2014/1845/0", "title": "2014 3rd International Conference on Advanced Computer Science Applications and Technologies (ACSAT)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/greencom-cpscom/2010/4331/0/4331a076", "title": "Green Task Scheduling Algorithms with Speeds Optimization on Heterogeneous Cloud Servers", "doi": null, "abstractUrl": "/proceedings-article/greencom-cpscom/2010/4331a076/12OmNBpEeKP", "parentPublication": { "id": "proceedings/greencom-cpscom/2010/4331/0", "title": "IEEE-ACM International Conference on Green Computing and Communications and International Conference on Cyber, Physical and Social Computing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iscc/2011/0680/0/05984005", "title": "Increasing Cloud power efficiency through consolidation techniques", "doi": null, "abstractUrl": "/proceedings-article/iscc/2011/05984005/12OmNrEL2Aw", "parentPublication": { "id": "proceedings/iscc/2011/0680/0", "title": "2011 IEEE Symposium on Computers and Communications (ISCC)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/pccc/2011/0010/0/06108061", "title": "Macropower: A coarse-grain power profiling framework for energy-efficient cloud computing", "doi": null, "abstractUrl": "/proceedings-article/pccc/2011/06108061/12OmNxHryiG", "parentPublication": { "id": "proceedings/pccc/2011/0010/0", "title": "IEEE International Performance Computing and Communications Conference", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/isip/2010/4261/0/4261a477", "title": "Key Technologies for Green Data Center", "doi": null, "abstractUrl": "/proceedings-article/isip/2010/4261a477/12OmNzBOhDp", "parentPublication": { "id": "proceedings/isip/2010/4261/0", "title": "2010 Third International Symposium on Information Processing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/trustcom-bigdatase-i-spa/2016/3205/0/07847118", "title": "Lowering Down the Cost for Green Cloud Data Centers by Using ESDs and Energy Trading", "doi": null, "abstractUrl": "/proceedings-article/trustcom-bigdatase-i-spa/2016/07847118/12OmNzFv4ej", "parentPublication": { "id": "proceedings/trustcom-bigdatase-i-spa/2016/3205/0", "title": "2016 IEEE Trustcom/BigDataSE/I​SPA", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cloud/2012/4755/0/4755a947", "title": "CloudMonitor: Profiling Power Usage", "doi": null, "abstractUrl": "/proceedings-article/cloud/2012/4755a947/12OmNzWfp1g", "parentPublication": { "id": "proceedings/cloud/2012/4755/0", "title": "2012 IEEE Fifth International Conference on Cloud Computing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "mags/co/2014/11/mco2014110089", "title": "Energy Efficiency in the Wild: Why Datacenters Fear Power Management", "doi": null, "abstractUrl": "/magazine/co/2014/11/mco2014110089/13rRUNvgzdJ", "parentPublication": { "id": "mags/co", "title": "Computer", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "mags/co/2012/07/mco2012070083", "title": "Holistic Datacenter Design in the Open Compute Project", "doi": null, "abstractUrl": "/magazine/co/2012/07/mco2012070083/13rRUyfbwu7", "parentPublication": { "id": "mags/co", "title": "Computer", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNqBtiPB", "title": "2015 10th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC)", "acronym": "3pgcic", "groupId": "1800224", "volume": "0", "displayVolume": "0", "year": "2015", "__typename": "ProceedingType" }, "article": { "id": "12OmNwD1pXi", "doi": "10.1109/3PGCIC.2015.82", "title": "Towards Reliable Mobile Cloud Computing", "normalizedTitle": "Towards Reliable Mobile Cloud Computing", "abstract": "Cloud computing has been one of the fastest growing components of the IT industry. It altered the future of the web by having computing, communication, and storage provides as services to internet users. Mobile Cloud Computing (MCC) is currently gaining steam as an extension to cloud computing as it delivers a large variety of cloud application to billions of smartphones and wearable devices. This paper studies reliability for MCC by determining the ability of a system component to function correctly under different scenarios for a specified period of time. Our aim is to be able to estimate and manage uncertainty and risks of failure. The assessment procedures consist of determine Mean Time between Failures (MTBF), Mean Time to Failure (MTTF), and availability percentages for main components in both cloud computing and MCC structures applied on single node OpenStack installation to analyze its performance with different settings governing the behavior of participants. Additionally, we present here several factors with significant impact on the overall cloud system reliability that should be taken into account in order to deliver highly available cloud computing services for mobile consumers.", "abstracts": [ { "abstractType": "Regular", "content": "Cloud computing has been one of the fastest growing components of the IT industry. It altered the future of the web by having computing, communication, and storage provides as services to internet users. Mobile Cloud Computing (MCC) is currently gaining steam as an extension to cloud computing as it delivers a large variety of cloud application to billions of smartphones and wearable devices. This paper studies reliability for MCC by determining the ability of a system component to function correctly under different scenarios for a specified period of time. Our aim is to be able to estimate and manage uncertainty and risks of failure. The assessment procedures consist of determine Mean Time between Failures (MTBF), Mean Time to Failure (MTTF), and availability percentages for main components in both cloud computing and MCC structures applied on single node OpenStack installation to analyze its performance with different settings governing the behavior of participants. Additionally, we present here several factors with significant impact on the overall cloud system reliability that should be taken into account in order to deliver highly available cloud computing services for mobile consumers.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Cloud computing has been one of the fastest growing components of the IT industry. It altered the future of the web by having computing, communication, and storage provides as services to internet users. Mobile Cloud Computing (MCC) is currently gaining steam as an extension to cloud computing as it delivers a large variety of cloud application to billions of smartphones and wearable devices. This paper studies reliability for MCC by determining the ability of a system component to function correctly under different scenarios for a specified period of time. Our aim is to be able to estimate and manage uncertainty and risks of failure. The assessment procedures consist of determine Mean Time between Failures (MTBF), Mean Time to Failure (MTTF), and availability percentages for main components in both cloud computing and MCC structures applied on single node OpenStack installation to analyze its performance with different settings governing the behavior of participants. Additionally, we present here several factors with significant impact on the overall cloud system reliability that should be taken into account in order to deliver highly available cloud computing services for mobile consumers.", "fno": "9473a127", "keywords": [ "Cloud Computing", "Mobile Communication", "Reliability Engineering", "Computational Modeling", "Servers", "Monitoring", "Open Stack", "Cloud Computing", "Mobile Cloud Computing", "Reliability", "Availability" ], "authors": [ { "affiliation": null, "fullName": "Khaled O. Darwish", "givenName": "Khaled O.", "surname": "Darwish", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Islam El Madahh", "givenName": "Islam El", "surname": "Madahh", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Hoda K. Mohamed", "givenName": "Hoda K.", "surname": "Mohamed", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Hadia El Hennawy", "givenName": "Hadia El", "surname": "Hennawy", "__typename": "ArticleAuthorType" } ], "idPrefix": "3pgcic", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2015-11-01T00:00:00", "pubType": "proceedings", "pages": "127-133", "year": "2015", "issn": null, "isbn": "978-1-4673-9473-4", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "9473a121", "articleId": "12OmNAle6ot", "__typename": "AdjacentArticleType" }, "next": { "fno": "9473a134", "articleId": "12OmNqJq4lH", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/pdp/2014/2729/0/2729a743", "title": "Towards a Formal Approach to Mobile Cloud Computing", "doi": null, "abstractUrl": "/proceedings-article/pdp/2014/2729a743/12OmNCbU2Uk", "parentPublication": { "id": "proceedings/pdp/2014/2729/0", "title": "2014 22nd Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/services/2014/5069/0/5069a418", "title": "Architectural Designs from Mobile Cloud Computing to Ubiquitous Cloud Computing - Survey", "doi": null, "abstractUrl": "/proceedings-article/services/2014/5069a418/12OmNvStcwl", "parentPublication": { "id": "proceedings/services/2014/5069/0", "title": "2014 IEEE World Congress on Services (SERVICES)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/mobilecloud/2016/1754/0/1754a081", "title": "A Survey of Computational Offloading in Mobile Cloud Computing", "doi": null, "abstractUrl": "/proceedings-article/mobilecloud/2016/1754a081/12OmNwCJOYI", "parentPublication": { "id": "proceedings/mobilecloud/2016/1754/0", "title": "2016 4th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (MobileCloud)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/sose/2013/4944/0/4944a442", "title": "Mobile Cloud Computing Research - Issues, Challenges and Needs", "doi": null, "abstractUrl": "/proceedings-article/sose/2013/4944a442/12OmNwqfsZ5", "parentPublication": { "id": "proceedings/sose/2013/4944/0", "title": "2013 IEEE Seventh International Symposium on Service-Oriented System Engineering", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icisa/2014/4443/0/06847345", "title": "A Survey Study on QoE Perspective of Mobile Cloud Computing", "doi": null, "abstractUrl": "/proceedings-article/icisa/2014/06847345/12OmNxFJXzB", "parentPublication": { "id": "proceedings/icisa/2014/4443/0", "title": "2014 International Conference on Information Science and Applications (ICISA)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ficloudw/2016/3946/0/3946a326", "title": "Energy Efficiency in Mobile Cloud Computing Architectures", "doi": null, "abstractUrl": "/proceedings-article/ficloudw/2016/3946a326/12OmNyKrHkt", "parentPublication": { "id": "proceedings/ficloudw/2016/3946/0", "title": "2016 IEEE 4th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/greencom-ithingscpscom/2013/5046/0/06682152", "title": "A Review of Key Issues That Concern the Feasibility of Mobile Cloud Computing", "doi": null, "abstractUrl": "/proceedings-article/greencom-ithingscpscom/2013/06682152/12OmNzzfToP", "parentPublication": { "id": "proceedings/greencom-ithingscpscom/2013/5046/0", "title": "2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things(iThings) and IEEE Cyber, Physical and Social Computing(CPSCom)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/ec/2018/01/07296638", "title": "Protecting Location Privacy for Task Allocation in Ad Hoc Mobile Cloud Computing", "doi": null, "abstractUrl": "/journal/ec/2018/01/07296638/13rRUyeCkdD", "parentPublication": { "id": "trans/ec", "title": "IEEE Transactions on Emerging Topics in Computing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tm/2017/11/07887666", "title": "Towards Secure Data Distribution Systems in Mobile Cloud Computing", "doi": null, "abstractUrl": "/journal/tm/2017/11/07887666/13rRUyfKIIE", "parentPublication": { "id": "trans/tm", "title": "IEEE Transactions on Mobile Computing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/aicis/2018/9188/0/918800a133", "title": "A Review in Security Issues and Challenges on Mobile Cloud Computing (MCC)", "doi": null, "abstractUrl": "/proceedings-article/aicis/2018/918800a133/17PYEk8uinp", "parentPublication": { "id": "proceedings/aicis/2018/9188/0", "title": "2018 1st Annual International Conference on Information and Sciences (AiCIS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNrFTr67", "title": "2011 IEEE 13th International Symposium on High-Assurance Systems Engineering", "acronym": "hase", "groupId": "1000319", "volume": "0", "displayVolume": "0", "year": "2011", "__typename": "ProceedingType" }, "article": { "id": "12OmNwdL7fp", "doi": "10.1109/HASE.2011.65", "title": "Multi-layer Monitoring for Cloud Computing", "normalizedTitle": "Multi-layer Monitoring for Cloud Computing", "abstract": "An architecture for dynamic security monitoring and enforcement for client software running in virtualized environments is presented. Virtualization is heavily used in cloud computing in order to allow a proper trade-off between isolation and resource usage. In this new architecture, monitoring mechanisms check a set of policy-defined conditions at runtime in order to detect threats or anomalous behaviour. On the other hand, enforcement is achievable by using secure software execution methods that comply with the defined policies. The presented architecture allows for context adaptation of the defined policies by using a new event-sequence language. This renders the automatic policy runtime enforcement as a crucial component to achieve proper security in virtualized platforms for cloud computing.", "abstracts": [ { "abstractType": "Regular", "content": "An architecture for dynamic security monitoring and enforcement for client software running in virtualized environments is presented. Virtualization is heavily used in cloud computing in order to allow a proper trade-off between isolation and resource usage. In this new architecture, monitoring mechanisms check a set of policy-defined conditions at runtime in order to detect threats or anomalous behaviour. On the other hand, enforcement is achievable by using secure software execution methods that comply with the defined policies. The presented architecture allows for context adaptation of the defined policies by using a new event-sequence language. This renders the automatic policy runtime enforcement as a crucial component to achieve proper security in virtualized platforms for cloud computing.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "An architecture for dynamic security monitoring and enforcement for client software running in virtualized environments is presented. Virtualization is heavily used in cloud computing in order to allow a proper trade-off between isolation and resource usage. In this new architecture, monitoring mechanisms check a set of policy-defined conditions at runtime in order to detect threats or anomalous behaviour. On the other hand, enforcement is achievable by using secure software execution methods that comply with the defined policies. The presented architecture allows for context adaptation of the defined policies by using a new event-sequence language. This renders the automatic policy runtime enforcement as a crucial component to achieve proper security in virtualized platforms for cloud computing.", "fno": "4615a291", "keywords": [ "Component Monitoring Rules", "Accounting", "Dynamic Monitoring", "Security", "Monitoring", "Event Sequence Language", "Virtualization", "Cloud Computing" ], "authors": [ { "affiliation": null, "fullName": "Javier Gonz´lez", "givenName": "Javier", "surname": "Gonz´lez", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Antonio Muñoz", "givenName": "Antonio", "surname": "Muñoz", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Antonio Maña", "givenName": "Antonio", "surname": "Maña", "__typename": "ArticleAuthorType" } ], "idPrefix": "hase", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2011-11-01T00:00:00", "pubType": "proceedings", "pages": "291-298", "year": "2011", "issn": "1530-2059", "isbn": "978-0-7695-4615-5", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "4615a285", "articleId": "12OmNAtaS3k", "__typename": "AdjacentArticleType" }, "next": { "fno": "4615a299", "articleId": "12OmNzaQoA4", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/icciis/2010/4260/0/4260a069", "title": "A Model of Execution Monitoring Enforcement Mechanism", "doi": null, "abstractUrl": "/proceedings-article/icciis/2010/4260a069/12OmNBrDqEf", "parentPublication": { "id": "proceedings/icciis/2010/4260/0", "title": "Communications and Intelligence Information Security, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/adcom/2012/0802/0/06563586", "title": "Resource usage monitoring for KVM based virtual machines", "doi": null, "abstractUrl": "/proceedings-article/adcom/2012/06563586/12OmNrIrPmQ", "parentPublication": { "id": "proceedings/adcom/2012/0802/0", "title": "2012 18th International Conference on Advanced Computing and Communications (ADCOM)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/scc/2014/5066/0/5066a283", "title": "CLAMS: Cross-layer Multi-cloud Application Monitoring-as-a-Service Framework", "doi": null, "abstractUrl": "/proceedings-article/scc/2014/5066a283/12OmNrMZpuR", "parentPublication": { "id": "proceedings/scc/2014/5066/0", "title": "2014 IEEE International Conference on Services Computing (SCC)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iscc/2017/1629/0/08024713", "title": "SDN management based on Hierarchical Task Network and Network Functions Virtualization", "doi": null, "abstractUrl": "/proceedings-article/iscc/2017/08024713/12OmNwqft3f", "parentPublication": { "id": "proceedings/iscc/2017/1629/0", "title": "2017 IEEE Symposium on Computers and Communications (ISCC)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/wetice/2009/3683/0/3683a033", "title": "The Virtual Business Services Fabric: An Integrated Abstraction of Services and Computing Infrastructure", "doi": null, "abstractUrl": "/proceedings-article/wetice/2009/3683a033/12OmNxwWoFF", "parentPublication": { "id": "proceedings/wetice/2009/3683/0", "title": "2009 18th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cluster/2010/4220/0/4220a058", "title": "Energy-Aware Scheduling in Virtualized Datacenters", "doi": null, "abstractUrl": "/proceedings-article/cluster/2010/4220a058/12OmNxymo8C", "parentPublication": { "id": "proceedings/cluster/2010/4220/0", "title": "2010 IEEE International Conference on Cluster Computing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/services/2009/3708/0/3708a789", "title": "Model-Based Monitoring and Policy Enforcement of Services", "doi": null, "abstractUrl": "/proceedings-article/services/2009/3708a789/12OmNynsbyE", "parentPublication": { "id": "proceedings/services/2009/3708/0", "title": "2009 Congress on Services - 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{ "proceeding": { "id": "12OmNAnMuC6", "title": "2011 IEEE 4th International Conference on Cloud Computing", "acronym": "cloud", "groupId": "1002911", "volume": "0", "displayVolume": "0", "year": "2011", "__typename": "ProceedingType" }, "article": { "id": "12OmNxFsmxM", "doi": "10.1109/CLOUD.2011.112", "title": "Usage Management in Cloud Computing", "normalizedTitle": "Usage Management in Cloud Computing", "abstract": "User concerns regarding data handling within the cloud will gain increasing importance as cloud computing becomes more pervasive. Existing service level agreement (SLA) frameworks are not designed for flexibly handling even relatively straightforward usage policies. This paper introduces the notion and importance of usage management in cloud computing. It provides an analysis of features and challenges involved in deploying a usage management framework over a distributed cloud environment to enable automated and actionable interpretation, reasoning and enforcement of usage policies. Finally, a preliminary architecture for such a framework is proposed.", "abstracts": [ { "abstractType": "Regular", "content": "User concerns regarding data handling within the cloud will gain increasing importance as cloud computing becomes more pervasive. Existing service level agreement (SLA) frameworks are not designed for flexibly handling even relatively straightforward usage policies. This paper introduces the notion and importance of usage management in cloud computing. It provides an analysis of features and challenges involved in deploying a usage management framework over a distributed cloud environment to enable automated and actionable interpretation, reasoning and enforcement of usage policies. Finally, a preliminary architecture for such a framework is proposed.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "User concerns regarding data handling within the cloud will gain increasing importance as cloud computing becomes more pervasive. Existing service level agreement (SLA) frameworks are not designed for flexibly handling even relatively straightforward usage policies. This paper introduces the notion and importance of usage management in cloud computing. It provides an analysis of features and challenges involved in deploying a usage management framework over a distributed cloud environment to enable automated and actionable interpretation, reasoning and enforcement of usage policies. Finally, a preliminary architecture for such a framework is proposed.", "fno": "4460a525", "keywords": [ "Usage Management", "Cloud Security", "Service Level Agreements", "Access Control" ], "authors": [ { "affiliation": null, "fullName": "Pramod A. Jamkhedkar", "givenName": "Pramod A.", "surname": "Jamkhedkar", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Christopher C. Lamb", "givenName": "Christopher C.", "surname": "Lamb", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Gregory L. Heileman", "givenName": "Gregory L.", "surname": "Heileman", "__typename": "ArticleAuthorType" } ], "idPrefix": "cloud", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2011-07-01T00:00:00", "pubType": "proceedings", "pages": "525-532", "year": "2011", "issn": null, "isbn": "978-0-7695-4460-1", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "4460a516", "articleId": "12OmNzUPpH0", "__typename": "AdjacentArticleType" }, "next": { "fno": "4460a533", "articleId": "12OmNyO8tYf", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/cloudcom/2011/4622/0/4622a146", "title": "Characterizing Power and Energy Usage in Cloud Computing Systems", "doi": null, "abstractUrl": "/proceedings-article/cloudcom/2011/4622a146/12OmNBpVPRl", "parentPublication": { "id": "proceedings/cloudcom/2011/4622/0", "title": "2011 IEEE Third International Conference on Cloud Computing Technology and Science", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ares/2009/3564/0/3564a098", "title": "Formal Analyses of Usage Control Policies", "doi": null, "abstractUrl": "/proceedings-article/ares/2009/3564a098/12OmNBrV1Ma", "parentPublication": { "id": "proceedings/ares/2009/3564/0", "title": "2009 International Conference on Availability, Reliability and Security", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ares/2011/4485/0/4485a230", "title": "A Trustworthy Usage Control Enforcement Framework", "doi": null, "abstractUrl": "/proceedings-article/ares/2011/4485a230/12OmNrkjVeW", "parentPublication": { "id": "proceedings/ares/2011/4485/0", "title": "2011 Sixth International Conference on Availability, Reliability and Security", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cloud/2012/4755/0/4755a360", "title": "SLA-Based and Consumer-centric Dynamic Provisioning for Cloud Databases", "doi": null, "abstractUrl": "/proceedings-article/cloud/2012/4755a360/12OmNvStcNJ", "parentPublication": { "id": "proceedings/cloud/2012/4755/0", "title": "2012 IEEE Fifth International Conference on Cloud Computing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cloud/2010/4130/0/4130a297", "title": "Service Level Checking in the Cloud Computing Context", "doi": null, "abstractUrl": "/proceedings-article/cloud/2010/4130a297/12OmNxE2mZP", "parentPublication": { "id": "proceedings/cloud/2010/4130/0", "title": "2010 IEEE 3rd International Conference on Cloud Computing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ipdpsw/2012/4676/0/4676b534", "title": "A Usage Control Based Architecture for Cloud Environments", "doi": null, "abstractUrl": "/proceedings-article/ipdpsw/2012/4676b534/12OmNyL0Ty7", "parentPublication": { "id": "proceedings/ipdpsw/2012/4676/0", "title": "2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops & PhD Forum", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/cc/2016/04/06953216", "title": "On Cloud Service Reliability Enhancement with Optimal Resource Usage", "doi": null, "abstractUrl": "/journal/cc/2016/04/06953216/13rRUwInvLy", "parentPublication": { "id": "trans/cc", "title": "IEEE Transactions on Cloud Computing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/sc/2023/02/09735265", "title": "Experimental Evaluation of Rule-Based Autonomic Computing Management Framework for Cloud-Native Applications", "doi": null, "abstractUrl": "/journal/sc/2023/02/09735265/1BLmUkht0uk", "parentPublication": { "id": "trans/sc", "title": "IEEE Transactions on Services Computing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccmst/2021/5866/0/586600a078", "title": "Investigation of SLA Management in Cloud Computing and Future Directions", "doi": null, "abstractUrl": "/proceedings-article/iccmst/2021/586600a078/1DSyOfiCViM", "parentPublication": { "id": "proceedings/iccmst/2021/5866/0", "title": "2021 2nd International Conference on Computational Methods in Science & Technology (ICCMST)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "mags/ic/2020/03/09146966", "title": "SLOC: Service Level Objectives for Next Generation Cloud Computing", "doi": null, "abstractUrl": "/magazine/ic/2020/03/09146966/1lUB2p4Iog0", "parentPublication": { "id": "mags/ic", "title": "IEEE Internet Computing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNxwWosk", "title": "2015 3rd International Conference on Applied Computing and Information Technology/2nd International Conference on Computational Science and Intelligence (ACIT-CSI)", "acronym": "acit-csi", "groupId": "1810566", "volume": "0", "displayVolume": "0", "year": "2015", "__typename": "ProceedingType" }, "article": { "id": "12OmNy2ah1u", "doi": "10.1109/ACIT-CSI.2015.58", "title": "Resource Monitoring and Prediction in Cloud Computing Environments", "normalizedTitle": "Resource Monitoring and Prediction in Cloud Computing Environments", "abstract": "Cloud computing provides elastic, scalable resource sharing service by resource management. Resource monitoring and prediction are the foundation to achieve resource automation, high performance management in cloud computing environment. This paper addresses the resource monitoring and prediction problem in cloud computing environment, designs and implements an adaptive resource monitoring framework for cloud computing, and presents a resource prediction mechanism based on Vector Auto Regression (VAR) by the correlation between various resources. Related experiments show that the proposed resource monitoring framework can effectively monitor the resource usage in cloud computing environment, and prediction mechanism based on vector auto regression compared to other prediction mechanism could be more effective to predict resource usage.", "abstracts": [ { "abstractType": "Regular", "content": "Cloud computing provides elastic, scalable resource sharing service by resource management. Resource monitoring and prediction are the foundation to achieve resource automation, high performance management in cloud computing environment. This paper addresses the resource monitoring and prediction problem in cloud computing environment, designs and implements an adaptive resource monitoring framework for cloud computing, and presents a resource prediction mechanism based on Vector Auto Regression (VAR) by the correlation between various resources. Related experiments show that the proposed resource monitoring framework can effectively monitor the resource usage in cloud computing environment, and prediction mechanism based on vector auto regression compared to other prediction mechanism could be more effective to predict resource usage.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Cloud computing provides elastic, scalable resource sharing service by resource management. Resource monitoring and prediction are the foundation to achieve resource automation, high performance management in cloud computing environment. This paper addresses the resource monitoring and prediction problem in cloud computing environment, designs and implements an adaptive resource monitoring framework for cloud computing, and presents a resource prediction mechanism based on Vector Auto Regression (VAR) by the correlation between various resources. Related experiments show that the proposed resource monitoring framework can effectively monitor the resource usage in cloud computing environment, and prediction mechanism based on vector auto regression compared to other prediction mechanism could be more effective to predict resource usage.", "fno": "9642a288", "keywords": [ "Monitoring", "Cloud Computing", "Predictive Models", "Computational Modeling", "Resource Management", "Reactive Power", "Servers", "Vector Auto Regression", "Cloud Computing", "Resource Monitoring", "Resource Prediction" ], "authors": [ { "affiliation": null, "fullName": "Hanxiong Chen", "givenName": "Hanxiong", "surname": "Chen", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Xiong Fu", "givenName": "Xiong", "surname": "Fu", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Zhongrui Tang", "givenName": "Zhongrui", "surname": "Tang", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Xinxin Zhu", "givenName": "Xinxin", "surname": "Zhu", "__typename": "ArticleAuthorType" } ], "idPrefix": "acit-csi", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2015-07-01T00:00:00", "pubType": "proceedings", "pages": "288-292", "year": "2015", "issn": null, "isbn": "978-1-4673-9642-4", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "9642a282", "articleId": "12OmNAXglKr", "__typename": "AdjacentArticleType" }, "next": { "fno": "9642a293", "articleId": "12OmNB8Cj3m", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/scc/2014/5066/0/5066a512", "title": "Resource State Monitoring of Service Transactions in Cloud Systems", "doi": null, "abstractUrl": "/proceedings-article/scc/2014/5066a512/12OmNwHhoZU", "parentPublication": { "id": "proceedings/scc/2014/5066/0", "title": "2014 IEEE 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"__typename": "RecommendedArticleType" }, { "id": "trans/sc/2020/04/08944166", "title": "An Efficient Resource Monitoring Service for Fog Computing Environments", "doi": null, "abstractUrl": "/journal/sc/2020/04/08944166/1g6v3X2pytW", "parentPublication": { "id": "trans/sc", "title": "IEEE Transactions on Services Computing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNyKJiaW", "title": "Innovative Mobile and Internet Services in Ubiquitous Computing, International Conference on", "acronym": "imis", "groupId": "1800457", "volume": "0", "displayVolume": "0", "year": "2012", "__typename": "ProceedingType" }, "article": { "id": "12OmNz6iOlR", "doi": "10.1109/IMIS.2012.26", "title": "Bringing IoT and Cloud Computing towards Pervasive Healthcare", "normalizedTitle": "Bringing IoT and Cloud Computing towards Pervasive Healthcare", "abstract": "Pervasive healthcare applications utilizing body sensor networks generate a vast amount of data that need to be managed and stored for processing and future usage. Cloud computing among with the Internet of Things (IoT) concept is a new trend for efficient managing and processing of sensor data online. This paper presents a platform based on Cloud Computing for management of mobile and wearable healthcare sensors, demonstrating this way the IoT paradigm applied on pervasive healthcare.", "abstracts": [ { "abstractType": "Regular", "content": "Pervasive healthcare applications utilizing body sensor networks generate a vast amount of data that need to be managed and stored for processing and future usage. Cloud computing among with the Internet of Things (IoT) concept is a new trend for efficient managing and processing of sensor data online. This paper presents a platform based on Cloud Computing for management of mobile and wearable healthcare sensors, demonstrating this way the IoT paradigm applied on pervasive healthcare.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Pervasive healthcare applications utilizing body sensor networks generate a vast amount of data that need to be managed and stored for processing and future usage. Cloud computing among with the Internet of Things (IoT) concept is a new trend for efficient managing and processing of sensor data online. This paper presents a platform based on Cloud Computing for management of mobile and wearable healthcare sensors, demonstrating this way the IoT paradigm applied on pervasive healthcare.", "fno": "4684a922", "keywords": [ "Cloud Computing", "Medical Services", "Clouds", "Biomedical Monitoring", "Mobile Communication", "Real Time Systems", "Wearable Sensors", "Internet Of Things Io T", "Cloud Computing", "Patient Monitoring" ], "authors": [], "idPrefix": "imis", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2012-07-01T00:00:00", "pubType": "proceedings", "pages": "922-926", "year": "2012", "issn": null, "isbn": "978-1-4673-1328-5", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "4684a918", "articleId": "12OmNrAdsAf", "__typename": "AdjacentArticleType" }, "next": { "fno": "4684a927", "articleId": "12OmNAq3hQ8", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/bsbt/2015/9843/0/9843a024", "title": "Internet of Things (IoT) Driven U-Healthcare System Architecture", "doi": null, "abstractUrl": "/proceedings-article/bsbt/2015/9843a024/12OmNA0dMHv", "parentPublication": { "id": "proceedings/bsbt/2015/9843/0", "title": "2015 8th International Conference on Bio-Science and Bio-Technology (BSBT)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/percomw/2010/6605/0/05470580", "title": "1st IEEE International Workshop on Pervasive Healthcare PerHealth 2010: Message from the workshop chairs", "doi": null, "abstractUrl": "/proceedings-article/percomw/2010/05470580/12OmNC3o50B", "parentPublication": { "id": "proceedings/percomw/2010/6605/0", "title": "2010 8th IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/bibe/2011/4391/0/4391a133", "title": "A Mobile Biomedical Device by Novel Antenna Technology for Cloud Computing Resource toward Pervasive Healthcare", "doi": null, "abstractUrl": "/proceedings-article/bibe/2011/4391a133/12OmNrMHOkH", "parentPublication": { "id": "proceedings/bibe/2011/4391/0", "title": "2011 IEEE 11th International Conference on Bioinformatics and Bioengineering", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/percomw/2010/6605/0/05470648", "title": "Teleo-Reactive workflows for pervasive healthcare", "doi": null, "abstractUrl": "/proceedings-article/percomw/2010/05470648/12OmNxA3Z5N", "parentPublication": { "id": "proceedings/percomw/2010/6605/0", "title": "2010 8th IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/mobiquitous/2009/59/0/05326371", "title": "Security for pervasive healthcare", "doi": null, "abstractUrl": "/proceedings-article/mobiquitous/2009/05326371/12OmNxuFBpO", "parentPublication": { "id": "proceedings/mobiquitous/2009/59/0", "title": "2009 6th Annual International Mobile and Ubiquitous Systems: Networking & Services. MobiQuitous 2009", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/mass/2017/2324/0/2324a678", "title": "A Simulation Study of Response Times in Cloud Environment for IoT-Based Healthcare Workloads", "doi": null, "abstractUrl": "/proceedings-article/mass/2017/2324a678/12OmNxveNHS", "parentPublication": { "id": "proceedings/mass/2017/2324/0", "title": "2017 IEEE 14th International Conference on Mobile Ad Hoc and Sensor Systems (MASS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ainaw/2008/3096/0/3096a750", "title": "Pervasive and Trustworthy Healthcare", "doi": null, "abstractUrl": "/proceedings-article/ainaw/2008/3096a750/12OmNzYeAYx", "parentPublication": { "id": "proceedings/ainaw/2008/3096/0", "title": "2008 22nd International Conference on Advanced Information Networking and Applications (AINA 2008)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpads/2018/7308/0/08644604", "title": "EdgeCNN: A Hybrid Architecture for Agile Learning of Healthcare Data from IoT Devices", "doi": null, "abstractUrl": "/proceedings-article/icpads/2018/08644604/17QjJeuDlRN", "parentPublication": { "id": "proceedings/icpads/2018/7308/0", "title": "2018 IEEE 24th International Conference on Parallel and Distributed Systems (ICPADS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tc/2023/05/09893346", "title": "Lightweight Authentication Scheme for Data Dissemination in Cloud-Assisted Healthcare IoT", "doi": null, "abstractUrl": "/journal/tc/2023/05/09893346/1GGLKTDx8ys", "parentPublication": { "id": "trans/tc", "title": "IEEE Transactions on Computers", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icdh/2021/1685/0/168500a231", "title": "Framework for Collecting Data from specialized IoT devices - An application to enhance Healthcare Systems", "doi": null, "abstractUrl": "/proceedings-article/icdh/2021/168500a231/1ymJiM8Uro4", "parentPublication": { "id": "proceedings/icdh/2021/1685/0", "title": "2021 IEEE International Conference on Digital Health (ICDH)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNCcKQAe", "title": "2016 IEEE 15th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC)", "acronym": "iccicc", "groupId": "1000097", "volume": "0", "displayVolume": "0", "year": "2016", "__typename": "ProceedingType" }, "article": { "id": "12OmNzDvSi6", "doi": "10.1109/ICCI-CC.2016.7862053", "title": "Cognitive visual analytics of multi-dimensional cloud system monitoring data", "normalizedTitle": "Cognitive visual analytics of multi-dimensional cloud system monitoring data", "abstract": "Hardware virtualization has enabled large scale computational service delivery models with significant cost leverage and has improved resource utilization of cloud computing platforms. This has completely changed the landscape of computing in the last decade. It has enabled very large-scale data analytics through distributed, high performance computing. However, due to the infrastructure complexity, end-users and administrators of cloud platforms can rarely obtain a complete picture of the state of cloud computing systems and data centers. Recent monitoring tools enable users to obtain large amounts of data with respect to many utilization parameters of cloud platforms. However, they often fall short of maximizing the overall insight into the resource utilization dynamics of cloud platforms. Furthermore, existing tools make it difficult to observe large scale patterns making it difficult to learn from the past behavior of cloud system dynamics. New operating platforms for cloud management and service provisioning allow live migration and dynamic resource re-allocation at multiple levels of the hardware virtualization layers. Hence, it has become necessary to provide cognitive visualizing tools for monitoring the activities in an active cloud environment. In this work, we describe a perceptual-based interactive visualization platform that gives users and administrators a cognitive view of cloud computing system dynamics. We define machine states and aggregate states at multiple levels of detail to construct a multiview presentation of the resource utilization according to the scalability and the elasticity features of a cloud computing system.", "abstracts": [ { "abstractType": "Regular", "content": "Hardware virtualization has enabled large scale computational service delivery models with significant cost leverage and has improved resource utilization of cloud computing platforms. This has completely changed the landscape of computing in the last decade. It has enabled very large-scale data analytics through distributed, high performance computing. However, due to the infrastructure complexity, end-users and administrators of cloud platforms can rarely obtain a complete picture of the state of cloud computing systems and data centers. Recent monitoring tools enable users to obtain large amounts of data with respect to many utilization parameters of cloud platforms. However, they often fall short of maximizing the overall insight into the resource utilization dynamics of cloud platforms. Furthermore, existing tools make it difficult to observe large scale patterns making it difficult to learn from the past behavior of cloud system dynamics. New operating platforms for cloud management and service provisioning allow live migration and dynamic resource re-allocation at multiple levels of the hardware virtualization layers. Hence, it has become necessary to provide cognitive visualizing tools for monitoring the activities in an active cloud environment. In this work, we describe a perceptual-based interactive visualization platform that gives users and administrators a cognitive view of cloud computing system dynamics. We define machine states and aggregate states at multiple levels of detail to construct a multiview presentation of the resource utilization according to the scalability and the elasticity features of a cloud computing system.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Hardware virtualization has enabled large scale computational service delivery models with significant cost leverage and has improved resource utilization of cloud computing platforms. This has completely changed the landscape of computing in the last decade. It has enabled very large-scale data analytics through distributed, high performance computing. However, due to the infrastructure complexity, end-users and administrators of cloud platforms can rarely obtain a complete picture of the state of cloud computing systems and data centers. Recent monitoring tools enable users to obtain large amounts of data with respect to many utilization parameters of cloud platforms. However, they often fall short of maximizing the overall insight into the resource utilization dynamics of cloud platforms. Furthermore, existing tools make it difficult to observe large scale patterns making it difficult to learn from the past behavior of cloud system dynamics. New operating platforms for cloud management and service provisioning allow live migration and dynamic resource re-allocation at multiple levels of the hardware virtualization layers. Hence, it has become necessary to provide cognitive visualizing tools for monitoring the activities in an active cloud environment. In this work, we describe a perceptual-based interactive visualization platform that gives users and administrators a cognitive view of cloud computing system dynamics. We define machine states and aggregate states at multiple levels of detail to construct a multiview presentation of the resource utilization according to the scalability and the elasticity features of a cloud computing system.", "fno": "07862053", "keywords": [ "Cloud Computing", "Monitoring", "Data Visualization", "Resource Management", "Hardware", "System Dynamics", "Time Measurement", "Analysis", "Cloud Computing", "Monitoring", "Multi Dimensional", "Visualization" ], "authors": [ { "affiliation": "Department of Computing, The Hong Kong Polytechnic University, Hong Kong", "fullName": "George Baciu", "givenName": "George", "surname": "Baciu", "__typename": "ArticleAuthorType" }, { "affiliation": "Department of Computing, The Hong Kong Polytechnic University, Hong Kong", "fullName": "Yunzhe Wang", "givenName": "Yunzhe", "surname": "Wang", "__typename": "ArticleAuthorType" }, { "affiliation": "Department of Computing, The Hong Kong Polytechnic University, Hong Kong", "fullName": "Chenhui Li", "givenName": "Chenhui", "surname": "Li", "__typename": "ArticleAuthorType" } ], "idPrefix": "iccicc", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2016-08-01T00:00:00", "pubType": "proceedings", "pages": "310-315", "year": "2016", "issn": null, "isbn": "978-1-5090-3846-6", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "07862052", "articleId": "12OmNzayNhr", "__typename": "AdjacentArticleType" }, "next": { "fno": "07862054", "articleId": "12OmNAnMuC2", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/ucc/2013/5152/0/06809437", "title": "Monitoring and Autoscaling IaaS Clouds: A Case for Complex Event Processing on Data Streams", "doi": null, "abstractUrl": "/proceedings-article/ucc/2013/06809437/12OmNBVIUuz", "parentPublication": { "id": "proceedings/ucc/2013/5152/0", "title": "2013 IEEE/ACM 6th International Conference on Utility and Cloud Computing (UCC)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cloudcom/2011/4622/0/4622a383", "title": "Converting a High Performance Application to an Elastic Cloud Application", "doi": null, "abstractUrl": "/proceedings-article/cloudcom/2011/4622a383/12OmNqyUUFT", "parentPublication": { "id": "proceedings/cloudcom/2011/4622/0", "title": "2011 IEEE Third International Conference on Cloud Computing Technology and Science", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ccgrid/2014/2784/0/2784a226", "title": "JCatascopia: Monitoring Elastically Adaptive Applications in the Cloud", "doi": null, "abstractUrl": "/proceedings-article/ccgrid/2014/2784a226/12OmNvjyxzT", "parentPublication": { "id": "proceedings/ccgrid/2014/2784/0", "title": "2014 14th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/acit-csi/2015/9642/0/9642a288", "title": "Resource Monitoring and Prediction in Cloud Computing Environments", "doi": null, "abstractUrl": "/proceedings-article/acit-csi/2015/9642a288/12OmNy2ah1u", "parentPublication": { "id": "proceedings/acit-csi/2015/9642/0", "title": "2015 3rd International Conference on Applied Computing and Information Technology/2nd International Conference on Computational Science and Intelligence (ACIT-CSI)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/bigcomp/2015/7303/0/07072851", "title": "SFA-based cloud federation monitoring system for integrating physical resources", "doi": null, "abstractUrl": "/proceedings-article/bigcomp/2015/07072851/12OmNynJMDV", "parentPublication": { "id": "proceedings/bigcomp/2015/7303/0", "title": "2015 International Conference on Big Data and Smart Computing (BigComp)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ficloud/2014/4357/0/4357a076", "title": "DoLen: User-Side Multi-cloud Application Monitoring", "doi": null, "abstractUrl": "/proceedings-article/ficloud/2014/4357a076/12OmNywxlEf", "parentPublication": { "id": "proceedings/ficloud/2014/4357/0", "title": "2014 2nd International Conference on Future Internet of Things and Cloud (FiCloud)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/cc/2016/02/07276993", "title": "EnReal: An Energy-Aware Resource Allocation Method for Scientific Workflow Executions in Cloud Environment", "doi": null, "abstractUrl": "/journal/cc/2016/02/07276993/13rRUwgQptx", "parentPublication": { "id": "trans/cc", "title": "IEEE Transactions on Cloud Computing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/aiccsa/2018/9120/0/08612806", "title": "Regression-Based Dynamic Provisioning and Monitoring for Responsive Resources in Cloud Infrastructure Networks", "doi": null, "abstractUrl": "/proceedings-article/aiccsa/2018/08612806/17D45Xbl4PR", "parentPublication": { "id": "proceedings/aiccsa/2018/9120/0", "title": "2018 IEEE/ACS 15th International Conference on Computer Systems and Applications (AICCSA)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icceic/2020/8573/0/857300a310", "title": "Billing System in Distributed Computing Environment", "doi": null, "abstractUrl": "/proceedings-article/icceic/2020/857300a310/1rCgslmBViE", "parentPublication": { "id": "proceedings/icceic/2020/8573/0", "title": "2020 International Conference on Computer Engineering and Intelligent Control (ICCEIC)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ccgrid/2021/9586/0/958600a812", "title": "QoS aware FaaS platform", "doi": null, "abstractUrl": "/proceedings-article/ccgrid/2021/958600a812/1vK0teopcYg", "parentPublication": { "id": "proceedings/ccgrid/2021/9586/0", "title": "2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet Computing (CCGrid)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNBDyAbd", "title": "2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS)", "acronym": "cbms", "groupId": "1000153", "volume": "0", "displayVolume": "0", "year": "2018", "__typename": "ProceedingType" }, "article": { "id": "12OmNwfb6U0", "doi": "10.1109/CBMS.2018.00016", "title": "Rupture Status Classification of Intracranial Aneurysms Using Morphological Parameters", "normalizedTitle": "Rupture Status Classification of Intracranial Aneurysms Using Morphological Parameters", "abstract": "Intracranial aneurysms are pathologic dilations of the vessel wall, which bear the risk of rupture and of fatal consequences for the patient. Since treatment may be accompanied by severe complications as well, rupture risk assessment and thus rupture risk prediction plays an important role in clinical research. In this work, we investigate the potential of morphological features for rupture risk status classification in 100 intracranial aneurysms. We propose a pipeline for morphological feature extraction and rupture status classification with subsequent feature ranking and inspection. Our classification setup involves training separate models for each aneurysm type (sidewall or bifurcation) with multiple learning algorithms. We report on the classification performance of our pipeline and examine the predictive power of each morphological parameter towards rupture status classification. Further, we identify the most important features for the best models and study their marginal prediction.", "abstracts": [ { "abstractType": "Regular", "content": "Intracranial aneurysms are pathologic dilations of the vessel wall, which bear the risk of rupture and of fatal consequences for the patient. Since treatment may be accompanied by severe complications as well, rupture risk assessment and thus rupture risk prediction plays an important role in clinical research. In this work, we investigate the potential of morphological features for rupture risk status classification in 100 intracranial aneurysms. We propose a pipeline for morphological feature extraction and rupture status classification with subsequent feature ranking and inspection. Our classification setup involves training separate models for each aneurysm type (sidewall or bifurcation) with multiple learning algorithms. We report on the classification performance of our pipeline and examine the predictive power of each morphological parameter towards rupture status classification. Further, we identify the most important features for the best models and study their marginal prediction.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Intracranial aneurysms are pathologic dilations of the vessel wall, which bear the risk of rupture and of fatal consequences for the patient. Since treatment may be accompanied by severe complications as well, rupture risk assessment and thus rupture risk prediction plays an important role in clinical research. In this work, we investigate the potential of morphological features for rupture risk status classification in 100 intracranial aneurysms. We propose a pipeline for morphological feature extraction and rupture status classification with subsequent feature ranking and inspection. Our classification setup involves training separate models for each aneurysm type (sidewall or bifurcation) with multiple learning algorithms. We report on the classification performance of our pipeline and examine the predictive power of each morphological parameter towards rupture status classification. Further, we identify the most important features for the best models and study their marginal prediction.", "fno": "606001a048", "keywords": [ "Blood Vessels", "Feature Extraction", "Fracture", "Learning Artificial Intelligence", "Medical Disorders", "Medical Image Processing", "Patient Treatment", "Rupture Risk Assessment", "Rupture Risk Status Classification", "Morphological Feature Extraction", "Vessel Wall", "Pathologic Dilation", "Intracranial Aneurysms", "Aneurysm", "Feature Extraction", "Neck", "Bifurcation", "Surface Morphology", "Pipelines", "Predictive Models", "Medical Image Analysis", "Intracranial Aneurysm", "Morphological Parameters", "Rupture Status Classification" ], "authors": [ { "affiliation": null, "fullName": "Uli Niemann", "givenName": "Uli", "surname": "Niemann", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Philipp Berg", "givenName": "Philipp", "surname": "Berg", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Annika Niemann", "givenName": "Annika", "surname": "Niemann", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Oliver Beuing", "givenName": "Oliver", "surname": "Beuing", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Bernhard Preim", "givenName": "Bernhard", "surname": "Preim", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Myra Spiliopoulou", "givenName": "Myra", "surname": "Spiliopoulou", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Sylvia Saalfeld", "givenName": "Sylvia", "surname": "Saalfeld", "__typename": "ArticleAuthorType" } ], "idPrefix": "cbms", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2018-06-01T00:00:00", "pubType": "proceedings", "pages": "48-53", "year": "2018", "issn": "2372-9198", "isbn": "978-1-5386-6060-7", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], 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IEEE/ACM International Conference on Grid Computing (GRID 2010)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2019/07/08359417", "title": "Classification of Blood Flow Patterns in Cerebral Aneurysms", "doi": null, "abstractUrl": "/journal/tg/2019/07/08359417/13rRUwIF6ld", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "mags/cg/2018/03/mcg2018030058", "title": "Management of Cerebral Aneurysm Descriptors based on an Automatic Ostium Extraction", "doi": null, "abstractUrl": "/magazine/cg/2018/03/mcg2018030058/13rRUwfqpIP", "parentPublication": { "id": "mags/cg", "title": "IEEE Computer Graphics and Applications", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2016/01/07192711", "title": "Cluster Analysis of Vortical Flow in Simulations of Cerebral Aneurysm Hemodynamics", "doi": null, "abstractUrl": "/journal/tg/2016/01/07192711/13rRUxASuhC", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2016/01/07194839", "title": "Occlusion-free Blood Flow Animation with Wall Thickness Visualization", "doi": null, "abstractUrl": "/journal/tg/2016/01/07194839/13rRUxly95F", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2012/12/ttg2012122178", "title": "Automatic Detection and Visualization of Qualitative Hemodynamic Characteristics in Cerebral Aneurysms", "doi": null, "abstractUrl": "/journal/tg/2012/12/ttg2012122178/13rRUyeTVhZ", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2017/01/07539321", "title": "Combined Visualization of Vessel Deformation and Hemodynamics in Cerebral Aneurysms", "doi": null, "abstractUrl": "/journal/tg/2017/01/07539321/13rRUyogGAf", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/asonam/2018/6051/0/08508274", "title": "Impact of Size, Location, Symptomatic-Nature and Gender on the Rupture of Saccular Intracranial Aneurysms", "doi": null, "abstractUrl": "/proceedings-article/asonam/2018/08508274/14Fq0XOFX2z", "parentPublication": { "id": "proceedings/asonam/2018/6051/0", "title": "2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iciibms/2018/7516/3/08549945", "title": "The Big Bang Theory of Intracranial Aneurysm Rupture: Gazing Through the Computational Fluid Dynamics Telescope", "doi": null, "abstractUrl": "/proceedings-article/iciibms/2018/08549945/17D45WXIkE6", "parentPublication": { "id": "proceedings/iciibms/2018/7516/3", "title": "2018 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNxFaLha", "title": "2008 International Conference on Biomedical Engineering and Informatics (BMEI 2008)", "acronym": "bmei", "groupId": "1001754", "volume": "1", "displayVolume": "1", "year": "2008", "__typename": "ProceedingType" }, "article": { "id": "12OmNx7G62N", "doi": "10.1109/BMEI.2008.91", "title": "Computational Fluid Dynamics Modeling of Intracranial Aneurysms", "normalizedTitle": "Computational Fluid Dynamics Modeling of Intracranial Aneurysms", "abstract": "Hemodynamic factors like the wall shear stress (wss) play an important role in the pathogenesis and treatment of intracranial aneurysms. In this article, we applied computational fluid dynamic analysis on one patient-specific model of cerebral aneurysm and connected vessels constructed from 3D rotational angiography in order to understand the properties of blood flow around aneurysms and wall shear stress. Our whole simulation process is based on a series of CFD commercial software packages that is easy for clinicians to implement such method and use it in their daily practice. From the patient model analyzed in this investigation, we find that the comparatively maximum WSS occurs near the root of the aneurysm, which leads to damage in the aneurysmal wall, and the maximum displacement is at the peak of the aneurysm.", "abstracts": [ { "abstractType": "Regular", "content": "Hemodynamic factors like the wall shear stress (wss) play an important role in the pathogenesis and treatment of intracranial aneurysms. In this article, we applied computational fluid dynamic analysis on one patient-specific model of cerebral aneurysm and connected vessels constructed from 3D rotational angiography in order to understand the properties of blood flow around aneurysms and wall shear stress. Our whole simulation process is based on a series of CFD commercial software packages that is easy for clinicians to implement such method and use it in their daily practice. From the patient model analyzed in this investigation, we find that the comparatively maximum WSS occurs near the root of the aneurysm, which leads to damage in the aneurysmal wall, and the maximum displacement is at the peak of the aneurysm.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Hemodynamic factors like the wall shear stress (wss) play an important role in the pathogenesis and treatment of intracranial aneurysms. In this article, we applied computational fluid dynamic analysis on one patient-specific model of cerebral aneurysm and connected vessels constructed from 3D rotational angiography in order to understand the properties of blood flow around aneurysms and wall shear stress. Our whole simulation process is based on a series of CFD commercial software packages that is easy for clinicians to implement such method and use it in their daily practice. From the patient model analyzed in this investigation, we find that the comparatively maximum WSS occurs near the root of the aneurysm, which leads to damage in the aneurysmal wall, and the maximum displacement is at the peak of the aneurysm.", "fno": "3118a566", "keywords": [ "Blood Vessels", "Brain", "Computational Fluid Dynamics", "Haemodynamics", "Physiological Models", "Computational Fluid Dynamics", "Intracranial Aneurysms", "Hemodynamics", "Wall Shear Stress", "Pathogenesis", "Blood Vessels", "3 D Rotational Angiography", "Blood Flow", "Computational Fluid Dynamics", "Computational Modeling", "Aneurysm", "Grid Computing", "Hemodynamics", "Stress", "Boundary Conditions", "Blood Flow", "Biomedical Imaging", "Software Tools", "Fluid Solid Coupling Aneurysm", "CFD", "Medical Image" ], "authors": [ { "affiliation": "Depart of Mech. & Eng. Sci., FuDan Univ., Shanghai", "fullName": "Jialiang Chen", "givenName": "Jialiang", "surname": "Chen", "__typename": "ArticleAuthorType" }, { "affiliation": "Depart of Mech. & Eng. Sci., FuDan Univ., Shanghai", "fullName": "Shengzhang Wang", "givenName": "Shengzhang", "surname": "Wang", "__typename": "ArticleAuthorType" }, { "affiliation": "Depart of Mech. & Eng. Sci., FuDan Univ., Shanghai", "fullName": "Wei Yao", "givenName": "Wei", "surname": "Yao", "__typename": "ArticleAuthorType" }, { "affiliation": "Depart of Mech. & Eng. Sci., FuDan Univ., Shanghai", "fullName": "Guanghong Ding", "givenName": "Guanghong", "surname": "Ding", "__typename": "ArticleAuthorType" } ], "idPrefix": "bmei", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2008-05-01T00:00:00", "pubType": "proceedings", "pages": "566-569", "year": "2008", "issn": "1948-2914", "isbn": "978-0-7695-3118-2", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "3118a488", "articleId": "12OmNxecS7G", "__typename": "AdjacentArticleType" }, "next": { "fno": "3118a492", "articleId": "12OmNzYwc9E", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/cbms/2018/6060/0/606001a048", "title": "Rupture Status Classification of Intracranial Aneurysms Using Morphological Parameters", "doi": null, "abstractUrl": "/proceedings-article/cbms/2018/606001a048/12OmNwfb6U0", "parentPublication": { "id": "proceedings/cbms/2018/6060/0", "title": "2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccis/2011/4501/0/4501a163", "title": "Numerical Simulation in Patient-Specific Internal Carotid Aneurysm", "doi": null, "abstractUrl": "/proceedings-article/iccis/2011/4501a163/12OmNy50gae", "parentPublication": { "id": "proceedings/iccis/2011/4501/0", "title": "2011 International Conference on Computational and Information Sciences", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/grid/2010/9347/0/05697965", "title": "Parallel simulation and visualization of blood flow in intracranial aneurysms", "doi": null, "abstractUrl": "/proceedings-article/grid/2010/05697965/12OmNyFU79W", "parentPublication": { "id": "proceedings/grid/2010/9347/0", "title": "2010 11th IEEE/ACM International Conference on Grid Computing (GRID 2010)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/bibe/2015/7983/0/07367643", "title": "Computational analysis of blood flow in cerebral aneurysms", "doi": null, "abstractUrl": "/proceedings-article/bibe/2015/07367643/12OmNzmclMa", "parentPublication": { "id": "proceedings/bibe/2015/7983/0", "title": "2015 IEEE 15th International Conference on Bioinformatics and Bioengineering (BIBE)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ams/2009/3648/0/05071995", "title": "Numerical Modeling of Fusiform Aneurysm with High and Normal Blood Pressure", "doi": null, "abstractUrl": "/proceedings-article/ams/2009/05071995/12OmNzxyiIL", "parentPublication": { "id": "proceedings/ams/2009/3648/0", "title": "Asia International Conference on Modelling & Simulation", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2019/07/08359417", "title": "Classification of Blood Flow Patterns in Cerebral Aneurysms", "doi": null, "abstractUrl": "/journal/tg/2019/07/08359417/13rRUwIF6ld", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2016/01/07192711", "title": "Cluster Analysis of Vortical Flow in Simulations of Cerebral Aneurysm Hemodynamics", "doi": null, "abstractUrl": "/journal/tg/2016/01/07192711/13rRUxASuhC", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2014/05/06702500", "title": "Blood Flow Clustering and Applications inVirtual Stenting of Intracranial Aneurysms", "doi": null, "abstractUrl": "/journal/tg/2014/05/06702500/13rRUxBJhFx", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2017/01/07539321", "title": "Combined Visualization of Vessel Deformation and Hemodynamics in Cerebral Aneurysms", "doi": null, "abstractUrl": "/journal/tg/2017/01/07539321/13rRUyogGAf", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iciibms/2018/7516/3/08549945", "title": "The Big Bang Theory of Intracranial Aneurysm Rupture: Gazing Through the Computational Fluid Dynamics Telescope", "doi": null, "abstractUrl": "/proceedings-article/iciibms/2018/08549945/17D45WXIkE6", "parentPublication": { "id": "proceedings/iciibms/2018/7516/3", "title": "2018 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNwLOYSm", "title": "2010 11th IEEE/ACM International Conference on Grid Computing (GRID 2010)", "acronym": "grid", "groupId": "1000309", "volume": "0", "displayVolume": "0", "year": "2010", "__typename": "ProceedingType" }, "article": { "id": "12OmNyFU79W", "doi": "10.1109/GRID.2010.5697965", "title": "Parallel simulation and visualization of blood flow in intracranial aneurysms", "normalizedTitle": "Parallel simulation and visualization of blood flow in intracranial aneurysms", "abstract": "Our aim is to develop a physically correct simulation of blood flow through intracranial aneurysms. It shall provide means to estimate rupture risks by calculating the distribution of pressure and shear stresses in an intracranial aneurysm, in order to support the planning of clinical interventions. Due to the time-critical nature of the application, we are forced to use the most efficient state-of-the-art numerical methods and technologies together with high performance computing (HPC) infrastructures. The Navier-Stokes equations for the blood flow are discretized via the finite element method (FEM), and the resulting linear equation systems are handled by an algebraic multigrid (AMG) solver. First comparisons of our simulation results with commercial CFD (computational fluid dynamics) software already show good medical relevance for diagnostic decision support. Another challenge is the visualization of our simulation results at acceptable interaction response rates. Physicians require quick and highly interactive visualization of velocity, pressure and stress to be able to assess the rupture risk of an individual vessel morphology. To meet these demands, parallel visualization techniques and high performance computing resources are utilized. In order to provide physicians with access to remote HPC resources which are not available at every hospital, computing infrastructure of the Austrian Grid is utilized for simulation and visualization.", "abstracts": [ { "abstractType": "Regular", "content": "Our aim is to develop a physically correct simulation of blood flow through intracranial aneurysms. It shall provide means to estimate rupture risks by calculating the distribution of pressure and shear stresses in an intracranial aneurysm, in order to support the planning of clinical interventions. Due to the time-critical nature of the application, we are forced to use the most efficient state-of-the-art numerical methods and technologies together with high performance computing (HPC) infrastructures. The Navier-Stokes equations for the blood flow are discretized via the finite element method (FEM), and the resulting linear equation systems are handled by an algebraic multigrid (AMG) solver. First comparisons of our simulation results with commercial CFD (computational fluid dynamics) software already show good medical relevance for diagnostic decision support. Another challenge is the visualization of our simulation results at acceptable interaction response rates. Physicians require quick and highly interactive visualization of velocity, pressure and stress to be able to assess the rupture risk of an individual vessel morphology. To meet these demands, parallel visualization techniques and high performance computing resources are utilized. In order to provide physicians with access to remote HPC resources which are not available at every hospital, computing infrastructure of the Austrian Grid is utilized for simulation and visualization.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Our aim is to develop a physically correct simulation of blood flow through intracranial aneurysms. It shall provide means to estimate rupture risks by calculating the distribution of pressure and shear stresses in an intracranial aneurysm, in order to support the planning of clinical interventions. Due to the time-critical nature of the application, we are forced to use the most efficient state-of-the-art numerical methods and technologies together with high performance computing (HPC) infrastructures. The Navier-Stokes equations for the blood flow are discretized via the finite element method (FEM), and the resulting linear equation systems are handled by an algebraic multigrid (AMG) solver. First comparisons of our simulation results with commercial CFD (computational fluid dynamics) software already show good medical relevance for diagnostic decision support. Another challenge is the visualization of our simulation results at acceptable interaction response rates. Physicians require quick and highly interactive visualization of velocity, pressure and stress to be able to assess the rupture risk of an individual vessel morphology. To meet these demands, parallel visualization techniques and high performance computing resources are utilized. In order to provide physicians with access to remote HPC resources which are not available at every hospital, computing infrastructure of the Austrian Grid is utilized for simulation and visualization.", "fno": "05697965", "keywords": [ "Blood Vessels", "Computational Fluid Dynamics", "Data Visualisation", "Diseases", "Finite Element Analysis", "Haemodynamics", "Medical Diagnostic Computing", "Navier Stokes Equations", "Parallel Simulation", "Parallel Visualization", "Blood Flow", "Intracranial Aneurysms", "Rupture Risks", "Pressure Distribution", "Shear Stresses", "Planning", "Clinical Interventions", "Time Critical Nature", "State Of The Art Numerical Methods", "High Performance Computing Infrastructures", "Navier Stokes Equations", "Finite Element Method", "Linear Equation Systems", "Algebraic Multigrid Solver", "CFD", "Computational Fluid Dynamics", "Diagnostic Decision Support", "Individual Vessel Morphology", "Austrian Grid", "Blood", "Computational Modeling", "Mathematical Model", "Data Visualization", "Three Dimensional Displays", "Aneurysm", "Equations", "Computational Fluid Dynamics", "Parallel PDE Solver", "Parallel Visualization" ], "authors": [ { "affiliation": "Research Unit Medical Informatics, RISC Software GmbH, Hagenberg, Austria", "fullName": "Wolfgang Fenz", "givenName": "Wolfgang", "surname": "Fenz", "__typename": "ArticleAuthorType" }, { "affiliation": "Research Unit Medical Informatics, RISC Software GmbH, Hagenberg, Austria", "fullName": "Johannes Dirnberger", "givenName": "Johannes", "surname": "Dirnberger", "__typename": "ArticleAuthorType" }, { "affiliation": "Austrian Grid Development Center, RISC Software GmbH, Hagenberg, Austria", "fullName": "Christoph Watzl", "givenName": "Christoph", "surname": "Watzl", "__typename": "ArticleAuthorType" }, { "affiliation": "Austrian Grid Development Center, RISC Software GmbH, Hagenberg, Austria", "fullName": "Michael Krieger", "givenName": "Michael", "surname": "Krieger", "__typename": "ArticleAuthorType" } ], "idPrefix": "grid", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2010-10-01T00:00:00", "pubType": "proceedings", "pages": "153-160", "year": "2010", "issn": "2152-1085", "isbn": "978-1-4244-9347-0", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "05697960", "articleId": "12OmNwswg0n", "__typename": "AdjacentArticleType" }, "next": { "fno": "05697952", "articleId": "12OmNAle6IB", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/sc/2011/0771/0/06114395", "title": "A new computational paradigm in multiscale simulations: Application to brain blood flow", "doi": null, "abstractUrl": "/proceedings-article/sc/2011/06114395/12OmNwdtwgX", "parentPublication": { "id": "proceedings/sc/2011/0771/0", "title": "2011 International Conference for High Performance Computing, Networking, Storage and Analysis (SC)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cbms/2018/6060/0/606001a048", "title": "Rupture Status Classification of Intracranial Aneurysms Using Morphological Parameters", "doi": null, "abstractUrl": "/proceedings-article/cbms/2018/606001a048/12OmNwfb6U0", "parentPublication": { "id": "proceedings/cbms/2018/6060/0", "title": "2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/bmei/2008/3118/1/3118a566", "title": "Computational Fluid Dynamics Modeling of Intracranial Aneurysms", "doi": null, "abstractUrl": "/proceedings-article/bmei/2008/3118a566/12OmNx7G62N", "parentPublication": { "id": "proceedings/bmei/2008/3118/1", "title": "2008 International Conference on Biomedical Engineering and Informatics (BMEI 2008)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/bibe/2015/7983/0/07367643", "title": "Computational analysis of blood flow in cerebral aneurysms", "doi": null, "abstractUrl": "/proceedings-article/bibe/2015/07367643/12OmNzmclMa", "parentPublication": { "id": "proceedings/bibe/2015/7983/0", "title": "2015 IEEE 15th International Conference on Bioinformatics and Bioengineering (BIBE)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2019/07/08359417", "title": "Classification of Blood Flow Patterns in Cerebral Aneurysms", "doi": null, "abstractUrl": "/journal/tg/2019/07/08359417/13rRUwIF6ld", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2011/12/ttg2011122183", "title": "The FLOWLENS: A Focus-and-Context Visualization Approach for Exploration of Blood Flow in Cerebral Aneurysms", "doi": null, "abstractUrl": "/journal/tg/2011/12/ttg2011122183/13rRUx0xPIB", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2014/05/06702500", "title": "Blood Flow Clustering and Applications inVirtual Stenting of Intracranial Aneurysms", "doi": null, "abstractUrl": "/journal/tg/2014/05/06702500/13rRUxBJhFx", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2016/01/07194839", "title": "Occlusion-free Blood Flow Animation with Wall Thickness Visualization", "doi": null, "abstractUrl": "/journal/tg/2016/01/07194839/13rRUxly95F", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2017/01/07539321", "title": "Combined Visualization of Vessel Deformation and Hemodynamics in Cerebral Aneurysms", "doi": null, "abstractUrl": "/journal/tg/2017/01/07539321/13rRUyogGAf", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iciibms/2018/7516/3/08549945", "title": "The Big Bang Theory of Intracranial Aneurysm Rupture: Gazing Through the Computational Fluid Dynamics Telescope", "doi": null, "abstractUrl": "/proceedings-article/iciibms/2018/08549945/17D45WXIkE6", "parentPublication": { "id": "proceedings/iciibms/2018/7516/3", "title": "2018 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "17D45VtKir4", "title": "2018 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)", "acronym": "iciibms", "groupId": "1811284", "volume": "3", "displayVolume": "3", "year": "2018", "__typename": "ProceedingType" }, "article": { "id": "17D45WXIkE6", "doi": "10.1109/ICIIBMS.2018.8549945", "title": "The Big Bang Theory of Intracranial Aneurysm Rupture: Gazing Through the Computational Fluid Dynamics Telescope", "normalizedTitle": "The Big Bang Theory of Intracranial Aneurysm Rupture: Gazing Through the Computational Fluid Dynamics Telescope", "abstract": "Aneurysms are out-pouchings of blood vessels typically arising at branch points. They pose a significant health risk by a potential to fatal rupture. With advancements in medical imaging, improved access to medical services and preemptive medical check-ups, the pick-up rate of un-ruptured intracranial aneurysms (UIAs) has increased tremendously. Stratification of the risk of rupture of un-ruptured intracranial aneurysms has been a challenge for investigators. Computational simulations of blood flow through aneurysms holds promise to equip clinicians make crucial decisions in the management of intracranial aneurysms. The imaging data of seventeen patients with intracranial aneurysms were processed and flow analyzed. Wall shear stress, pressure distribution and velocity streamlines were determined and depicted on the aneurysm. Areas of high wall shear stress correlated with the impingement sites of inlet. I et of the blood. Flow velocity streamlines depicted within the three-dimensional structure of the aneurysm help understand the impingement site of the inlet blood stream, the flow pattern within the aneurysm and vortices. Pressure distribution patterns also matched impingement zones in the aneurysm. The methodology used in the study is simple and reproducible yielding results to equip clinicians to make crucial and timely judgments in the management of un-ruptured intracranial aneurysms. Assimilation of a larger database of CFD based simulations on intracranial aneurysms will expand the possibility of identifying statistically significant variables which could help predict the rupture potential of aneurysms.", "abstracts": [ { "abstractType": "Regular", "content": "Aneurysms are out-pouchings of blood vessels typically arising at branch points. They pose a significant health risk by a potential to fatal rupture. With advancements in medical imaging, improved access to medical services and preemptive medical check-ups, the pick-up rate of un-ruptured intracranial aneurysms (UIAs) has increased tremendously. Stratification of the risk of rupture of un-ruptured intracranial aneurysms has been a challenge for investigators. Computational simulations of blood flow through aneurysms holds promise to equip clinicians make crucial decisions in the management of intracranial aneurysms. The imaging data of seventeen patients with intracranial aneurysms were processed and flow analyzed. Wall shear stress, pressure distribution and velocity streamlines were determined and depicted on the aneurysm. Areas of high wall shear stress correlated with the impingement sites of inlet. I et of the blood. Flow velocity streamlines depicted within the three-dimensional structure of the aneurysm help understand the impingement site of the inlet blood stream, the flow pattern within the aneurysm and vortices. Pressure distribution patterns also matched impingement zones in the aneurysm. The methodology used in the study is simple and reproducible yielding results to equip clinicians to make crucial and timely judgments in the management of un-ruptured intracranial aneurysms. Assimilation of a larger database of CFD based simulations on intracranial aneurysms will expand the possibility of identifying statistically significant variables which could help predict the rupture potential of aneurysms.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Aneurysms are out-pouchings of blood vessels typically arising at branch points. They pose a significant health risk by a potential to fatal rupture. With advancements in medical imaging, improved access to medical services and preemptive medical check-ups, the pick-up rate of un-ruptured intracranial aneurysms (UIAs) has increased tremendously. Stratification of the risk of rupture of un-ruptured intracranial aneurysms has been a challenge for investigators. Computational simulations of blood flow through aneurysms holds promise to equip clinicians make crucial decisions in the management of intracranial aneurysms. The imaging data of seventeen patients with intracranial aneurysms were processed and flow analyzed. Wall shear stress, pressure distribution and velocity streamlines were determined and depicted on the aneurysm. Areas of high wall shear stress correlated with the impingement sites of inlet. I et of the blood. Flow velocity streamlines depicted within the three-dimensional structure of the aneurysm help understand the impingement site of the inlet blood stream, the flow pattern within the aneurysm and vortices. Pressure distribution patterns also matched impingement zones in the aneurysm. The methodology used in the study is simple and reproducible yielding results to equip clinicians to make crucial and timely judgments in the management of un-ruptured intracranial aneurysms. Assimilation of a larger database of CFD based simulations on intracranial aneurysms will expand the possibility of identifying statistically significant variables which could help predict the rupture potential of aneurysms.", "fno": "08549945", "keywords": [ "Blood", "Blood Vessels", "Computational Fluid Dynamics", "Diseases", "Flow Simulation", "Haemodynamics", "Medical Disorders", "Medical Image Processing", "Patient Diagnosis", "Vortices", "Flow Pattern", "Inlet Blood Stream", "Imaging Data", "Risk Stratification", "Velocity Streamlines", "Pressure Distribution", "High Wall Shear Stress", "Blood Flow", "CFD Based Simulations", "Preemptive Medical Check Ups", "Fatal Rupture", "Computational Fluid Dynamics Telescope", "Intracranial Aneurysm Rupture", "Rupture Potential", "Aneurysm Help", "Un Ruptured Intracranial Aneurysms", "Aneurysm", "Biomedical Imaging", "Hemodynamics", "Stress", "Blood", "Correlation", "Aneurysm", "Haemodynamics", "Computational Fluid Dynamics" ], "authors": [ { "affiliation": "Department of Neurosurgery, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, India", "fullName": "B.J. Sudhir", "givenName": "B.J.", "surname": "Sudhir", "__typename": "ArticleAuthorType" }, { "affiliation": "Department of Neurosurgery, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, India", "fullName": "G. Menon", "givenName": "G.", "surname": "Menon", "__typename": "ArticleAuthorType" }, { "affiliation": "Fluid Mechanics and Thermal Analysis Division, Indian space Research Organisation, Vikram Sarabhai Space Centre, Trivandrum, India", "fullName": "J.B. Reddy", "givenName": "J.B.", "surname": "Reddy", "__typename": "ArticleAuthorType" }, { "affiliation": "Fluid Mechanics and Thermal Analysis Division, Indian space Research Organisation, Vikram Sarabhai Space Centre, Trivandrum, India", "fullName": "T. Jayachandran", "givenName": "T.", "surname": "Jayachandran", "__typename": "ArticleAuthorType" }, { "affiliation": "Fluid Mechanics and Thermal Analysis Division, Indian space Research Organisation, Vikram Sarabhai Space Centre, Trivandrum, India", "fullName": "H.K. Jha", "givenName": "H.K.", "surname": "Jha", "__typename": "ArticleAuthorType" }, { "affiliation": "Department of Imaging Services and Interventional Radiology, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, India", "fullName": "C. Kesavadas", "givenName": "C.", "surname": "Kesavadas", "__typename": "ArticleAuthorType" } ], "idPrefix": "iciibms", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2018-10-01T00:00:00", "pubType": "proceedings", "pages": "20-24", "year": "2018", "issn": "2189-8723", "isbn": "978-1-5386-7516-8", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "08549964", "articleId": "17D45XreC7g", "__typename": "AdjacentArticleType" }, "next": { "fno": "08549981", "articleId": "17D45WK5Ao6", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/bibe/2015/7983/0/07367666", "title": "Intraluminal thrombus asymmetrical deposition in ruptured and symptomatic abdominal aortic aneurysm", "doi": null, "abstractUrl": "/proceedings-article/bibe/2015/07367666/12OmNAIMO7X", "parentPublication": { "id": "proceedings/bibe/2015/7983/0", "title": "2015 IEEE 15th International Conference on Bioinformatics and Bioengineering (BIBE)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cbms/2018/6060/0/606001a048", "title": "Rupture Status Classification of Intracranial Aneurysms Using Morphological Parameters", "doi": null, "abstractUrl": "/proceedings-article/cbms/2018/606001a048/12OmNwfb6U0", "parentPublication": { "id": "proceedings/cbms/2018/6060/0", "title": "2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/bmei/2008/3118/1/3118a566", "title": "Computational Fluid Dynamics Modeling of Intracranial Aneurysms", "doi": null, "abstractUrl": "/proceedings-article/bmei/2008/3118a566/12OmNx7G62N", "parentPublication": { "id": "proceedings/bmei/2008/3118/1", "title": "2008 International Conference on Biomedical Engineering and Informatics (BMEI 2008)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccis/2011/4501/0/4501a163", "title": "Numerical Simulation in Patient-Specific Internal Carotid Aneurysm", "doi": null, "abstractUrl": "/proceedings-article/iccis/2011/4501a163/12OmNy50gae", "parentPublication": { "id": "proceedings/iccis/2011/4501/0", "title": "2011 International Conference on Computational and Information Sciences", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/grid/2010/9347/0/05697965", "title": "Parallel simulation and visualization of blood flow in intracranial aneurysms", "doi": null, "abstractUrl": "/proceedings-article/grid/2010/05697965/12OmNyFU79W", "parentPublication": { "id": "proceedings/grid/2010/9347/0", "title": "2010 11th IEEE/ACM International Conference on Grid Computing (GRID 2010)", "__typename": "ParentPublication" }, "__typename": 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null, "abstractUrl": "/journal/tg/2014/05/06702500/13rRUxBJhFx", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/asonam/2018/6051/0/08508274", "title": "Impact of Size, Location, Symptomatic-Nature and Gender on the Rupture of Saccular Intracranial Aneurysms", "doi": null, "abstractUrl": "/proceedings-article/asonam/2018/08508274/14Fq0XOFX2z", "parentPublication": { "id": "proceedings/asonam/2018/6051/0", "title": "2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2019/01/08440110", "title": "Visual Analysis of Aneurysm Data using Statistical Graphics", "doi": null, "abstractUrl": "/journal/tg/2019/01/08440110/17D45Xtvped", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "1A9VchbY4Mw", "title": "2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)", "acronym": "bibm", "groupId": "1001586", "volume": "0", "displayVolume": "0", "year": "2021", "__typename": "ProceedingType" }, "article": { "id": "1A9VxzCvZlK", "doi": "10.1109/BIBM52615.2021.9669853", "title": "Enriching computed tomography images by projection for robust automated cerebral aneurysm detection and segmentation", "normalizedTitle": "Enriching computed tomography images by projection for robust automated cerebral aneurysm detection and segmentation", "abstract": "Developing an efficient system for automated detection and segmentation of intracranial aneurysms (IAs) became an active research topic recently. However, existing methods are poor in detecting small IA with high false positives. In this paper, we present a feature enrichment (FE) based deep learning method for robust IA detection and segmentation. The FE technique is featured by reconstructing a 3D model from all computed tomography angiography (CTA) images and then projecting 3D information into the so-called projection images of different slicing levels along various directions. The appearances of aneurysms in the projection images are enhanced in morphology and 3D neighborhood features, and thus are easy to be detected and segmented by the widely-used faster RCNN and V-Net. To evaluate our method, we collect CTA images from 145 patients (including 148 IAs) for training and testing. The proposed method achieves 96.0 % sensitivity for all aneurysms, and 80.0% sensitivity for aneurysms smaller than 4mm, better than the state-of-the-art methods. Also, the segmentation performance is improved on the detected IAs.", "abstracts": [ { "abstractType": "Regular", "content": "Developing an efficient system for automated detection and segmentation of intracranial aneurysms (IAs) became an active research topic recently. However, existing methods are poor in detecting small IA with high false positives. In this paper, we present a feature enrichment (FE) based deep learning method for robust IA detection and segmentation. The FE technique is featured by reconstructing a 3D model from all computed tomography angiography (CTA) images and then projecting 3D information into the so-called projection images of different slicing levels along various directions. The appearances of aneurysms in the projection images are enhanced in morphology and 3D neighborhood features, and thus are easy to be detected and segmented by the widely-used faster RCNN and V-Net. To evaluate our method, we collect CTA images from 145 patients (including 148 IAs) for training and testing. The proposed method achieves 96.0 % sensitivity for all aneurysms, and 80.0% sensitivity for aneurysms smaller than 4mm, better than the state-of-the-art methods. Also, the segmentation performance is improved on the detected IAs.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Developing an efficient system for automated detection and segmentation of intracranial aneurysms (IAs) became an active research topic recently. However, existing methods are poor in detecting small IA with high false positives. In this paper, we present a feature enrichment (FE) based deep learning method for robust IA detection and segmentation. The FE technique is featured by reconstructing a 3D model from all computed tomography angiography (CTA) images and then projecting 3D information into the so-called projection images of different slicing levels along various directions. The appearances of aneurysms in the projection images are enhanced in morphology and 3D neighborhood features, and thus are easy to be detected and segmented by the widely-used faster RCNN and V-Net. To evaluate our method, we collect CTA images from 145 patients (including 148 IAs) for training and testing. The proposed method achieves 96.0 % sensitivity for all aneurysms, and 80.0% sensitivity for aneurysms smaller than 4mm, better than the state-of-the-art methods. Also, the segmentation performance is improved on the detected IAs.", "fno": "09669853", "keywords": [ "Blood Vessels", "Brain", "Computerised Tomography", "Convolutional Neural Nets", "Diagnostic Radiography", "Diseases", "Image Reconstruction", "Image Segmentation", "Learning Artificial Intelligence", "Medical Image Processing", "Recurrent Neural Nets", "Intracranial Aneurysms", "High False Positives", "Feature Enrichment", "Deep Learning Method", "Robust IA Detection", "FE Technique", "Computed Tomography Angiography Images", "Projection Images", "CTA Images", "Segmentation Performance", "Tomography Images", "Robust Automated Cerebral Aneurysm Detection", "Robust Automated Cerebral Aneurysm Segmentation", "Slicing Levels", "Size 4 0 Mm", "Training", "Image Segmentation", "Three Dimensional Displays", "Sensitivity", "Computed Tomography", "Aneurysm", "Feature Extraction", "Biomedical Image Detection And Segmentation", "Feature Enrichment", "Cerebrovascular Aneurysms", "Deep Learning" ], "authors": [ { "affiliation": "Shanghai Jiao Tong University,Center for Cognitive Machines and Computational Health (CMaCH),Department of Computer Science and Engineering,Shanghai,China,200240", "fullName": "Rui Ma", "givenName": "Rui", "surname": "Ma", "__typename": "ArticleAuthorType" }, { "affiliation": "Shanghai Jiao Tong University,Center for Cognitive Machines and Computational Health (CMaCH),Department of Computer Science and Engineering,Shanghai,China,200240", "fullName": "Shikui Tu", "givenName": "Shikui", "surname": "Tu", "__typename": "ArticleAuthorType" }, { "affiliation": "Shanghai Jiao Tong University,Center for Cognitive Machines and Computational Health (CMaCH),Department of Computer Science and Engineering,Shanghai,China,200240", "fullName": "Peiying Li", "givenName": "Peiying", "surname": "Li", "__typename": "ArticleAuthorType" }, { "affiliation": "The First Affiliated Hospital of Wenzhou Medical University,Wenzhou,China,325035", "fullName": "Jiafeng Zhou", "givenName": "Jiafeng", "surname": "Zhou", "__typename": "ArticleAuthorType" }, { "affiliation": "Shanghai Jiao Tong University,Ren Ji Hospital, School of Medicine,Department of Neurosurgery,Shanghai,China,200127", "fullName": "Bing Zhao", "givenName": "Bing", "surname": "Zhao", "__typename": "ArticleAuthorType" }, { "affiliation": "Shanghai Jiao Tong University,Ren Ji Hospital, School of Medicine,Department of Neurosurgery,Shanghai,China,200127", "fullName": "Jieqing Wan", "givenName": "Jieqing", "surname": "Wan", "__typename": "ArticleAuthorType" }, { "affiliation": "Shanghai Jiao Tong University,Center for Cognitive Machines and Computational Health (CMaCH),Department of Computer Science and Engineering,Shanghai,China,200240", "fullName": "Lei Xu", "givenName": "Lei", "surname": "Xu", "__typename": "ArticleAuthorType" } ], "idPrefix": "bibm", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2021-12-01T00:00:00", "pubType": "proceedings", "pages": "1026-1031", "year": "2021", "issn": null, "isbn": "978-1-6654-0126-5", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "09669580", "articleId": "1A9VeH13apO", "__typename": "AdjacentArticleType" }, "next": { "fno": "09669547", "articleId": "1A9WmB4PS2A", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/sitis/2011/4635/0/4635a345", "title": "Segmentation of Computed Tomography 3D Images Using Partial Differential Equations", "doi": null, "abstractUrl": "/proceedings-article/sitis/2011/4635a345/12OmNzBwGx4", "parentPublication": { "id": "proceedings/sitis/2011/4635/0", "title": "2011 Seventh International Conference on Signal Image Technology & Internet-Based Systems", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icds/2009/3526/0/3526a339", "title": "Computer 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Coronary Artery from Pulmonary Artery", "doi": null, "abstractUrl": "/proceedings-article/bibm/2022/09994951/1JC363IVNzG", "parentPublication": { "id": "proceedings/bibm/2022/6819/0", "title": "2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpr/2021/8808/0/09413175", "title": "Segmentation of Intracranial Aneurysm Remnant in MRA using Dual-Attention Atrous Net", "doi": null, "abstractUrl": "/proceedings-article/icpr/2021/09413175/1tmjHDHczMA", "parentPublication": { "id": "proceedings/icpr/2021/8808/0", "title": "2020 25th International Conference on Pattern Recognition (ICPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "1IHotVZum6Q", "title": "2022 26th International Conference on Pattern Recognition (ICPR)", "acronym": "icpr", "groupId": "9956007", "volume": "0", "displayVolume": "0", "year": "2022", "__typename": "ProceedingType" }, "article": { "id": "1IHq30qYUzC", "doi": "10.1109/ICPR56361.2022.9956393", "title": "Toward a 3D Arterial Tree Bifurcation Model for Intra-Cranial Aneurysm Detection and Segmentation", "normalizedTitle": "Toward a 3D Arterial Tree Bifurcation Model for Intra-Cranial Aneurysm Detection and Segmentation", "abstract": "An accurate detection of intracranial aneurysms is of paramount importance for a timely diagnosis and a possible treatment. Indeed, intracranial aneurysms (ICA) need to be detected at an early stage, and their evolution must be closely monitored before any treatment becomes hazardous. Numerous methods have been proposed to detect ICA either on Digital Subtraction Angiography (DSA) on Computed Tomography Angiography (CTA), or Magnetic Resonance Angiography (MRA) Time-Of-Flight (TOF) modalities. In the present study, we are particularly interested in the saccular ICA occurring onto the vascular tree's bifurcations, and we specifically focus our research on MRA-TOF acquisitions. We propose a synthetic model of both the artery bifurcation and the aneurysm itself. We are able to very accurately model some vasculature bifurcations as they are represented on TOF acquisitions. Their geometrical disposition, the various background noises and the aneurysm's shapes and positions are rigorously reproduced. The purpose of this approach is to alleviate the burden of a ground-truth manual segmentation commonly required when using deep-learning for object detection or semantic segmentation. Our model is highly configurable and intends to produce vast datasets used to feed a Convolutional Neural Network (CNN) for the automatic detection and segmentation of the saccular ICAs. In this preliminary study we only intend to propose a model for 3D aneurysm-bearing bifurcations. Evidently, a thorough evaluation of the model's accuracy is conducted. A preliminary experiment was conducted on a reduced dataset in order to assess the applicability of our bifurcation model. In future works, we will enhance the bifurcation model and propose an in-depth evaluation via Deep Learning methods.", "abstracts": [ { "abstractType": "Regular", "content": "An accurate detection of intracranial aneurysms is of paramount importance for a timely diagnosis and a possible treatment. Indeed, intracranial aneurysms (ICA) need to be detected at an early stage, and their evolution must be closely monitored before any treatment becomes hazardous. Numerous methods have been proposed to detect ICA either on Digital Subtraction Angiography (DSA) on Computed Tomography Angiography (CTA), or Magnetic Resonance Angiography (MRA) Time-Of-Flight (TOF) modalities. In the present study, we are particularly interested in the saccular ICA occurring onto the vascular tree's bifurcations, and we specifically focus our research on MRA-TOF acquisitions. We propose a synthetic model of both the artery bifurcation and the aneurysm itself. We are able to very accurately model some vasculature bifurcations as they are represented on TOF acquisitions. Their geometrical disposition, the various background noises and the aneurysm's shapes and positions are rigorously reproduced. The purpose of this approach is to alleviate the burden of a ground-truth manual segmentation commonly required when using deep-learning for object detection or semantic segmentation. Our model is highly configurable and intends to produce vast datasets used to feed a Convolutional Neural Network (CNN) for the automatic detection and segmentation of the saccular ICAs. In this preliminary study we only intend to propose a model for 3D aneurysm-bearing bifurcations. Evidently, a thorough evaluation of the model's accuracy is conducted. A preliminary experiment was conducted on a reduced dataset in order to assess the applicability of our bifurcation model. In future works, we will enhance the bifurcation model and propose an in-depth evaluation via Deep Learning methods.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "An accurate detection of intracranial aneurysms is of paramount importance for a timely diagnosis and a possible treatment. Indeed, intracranial aneurysms (ICA) need to be detected at an early stage, and their evolution must be closely monitored before any treatment becomes hazardous. Numerous methods have been proposed to detect ICA either on Digital Subtraction Angiography (DSA) on Computed Tomography Angiography (CTA), or Magnetic Resonance Angiography (MRA) Time-Of-Flight (TOF) modalities. In the present study, we are particularly interested in the saccular ICA occurring onto the vascular tree's bifurcations, and we specifically focus our research on MRA-TOF acquisitions. We propose a synthetic model of both the artery bifurcation and the aneurysm itself. We are able to very accurately model some vasculature bifurcations as they are represented on TOF acquisitions. Their geometrical disposition, the various background noises and the aneurysm's shapes and positions are rigorously reproduced. The purpose of this approach is to alleviate the burden of a ground-truth manual segmentation commonly required when using deep-learning for object detection or semantic segmentation. Our model is highly configurable and intends to produce vast datasets used to feed a Convolutional Neural Network (CNN) for the automatic detection and segmentation of the saccular ICAs. In this preliminary study we only intend to propose a model for 3D aneurysm-bearing bifurcations. Evidently, a thorough evaluation of the model's accuracy is conducted. A preliminary experiment was conducted on a reduced dataset in order to assess the applicability of our bifurcation model. In future works, we will enhance the bifurcation model and propose an in-depth evaluation via Deep Learning methods.", "fno": "09956393", "keywords": [ "Bifurcation", "Biomedical MRI", "Blood Vessels", "Computerised Tomography", "Diagnostic Radiography", "Diseases", "Haemodynamics", "Image Segmentation", "Learning Artificial Intelligence", "Medical Image Processing", "Neural Nets", "Object Detection", "Physiological Models", "3 D Arterial Tree Bifurcation Model", "Aneurysm Bearing", "Artery Bifurcation", "Automatic Detection", "Computed Tomography Angiography", "Deep Learning Methods", "Digital Subtraction Angiography", "Ground Truth Manual Segmentation", "Intra Cranial Aneurysm Detection", "Intracranial Aneurysms", "MRA TOF Acquisitions", "Object Detection", "Possible Treatment", "Saccular ICA", "Semantic Segmentation", "Synthetic Model", "Time Of Flight Modalities", "Timely Diagnosis", "Vascular Tree", "Vasculature Bifurcations", "Solid Modeling", "Three Dimensional Displays", "Angiography", "Aneurysm", "Manuals", "Bifurcation", "Pattern Recognition", "Intracranial Aneurysm Detection", "Synthetic Bifurcation Model" ], "authors": [ { "affiliation": "Univ. of Nantes,LTeN, Polytech' Nantes (U6607), and RMeS (U1229),France", "fullName": "Florent Autrusseau", "givenName": "Florent", "surname": "Autrusseau", "__typename": "ArticleAuthorType" }, { "affiliation": "INSERM, U1087, ITX,Nantes,44007", "fullName": "Rafic Nader", "givenName": "Rafic", "surname": "Nader", "__typename": "ArticleAuthorType" }, { "affiliation": "Ibn Tofail Univ.,SETIME Lab, Faculty of Sciences,Kenitra,Morocco,14000", "fullName": "Anass Nouri", "givenName": "Anass", "surname": "Nouri", "__typename": "ArticleAuthorType" }, { "affiliation": "CHU d'Angers,Angers,France,49933", "fullName": "Vincent L’Allinec", "givenName": "Vincent", "surname": "L’Allinec", "__typename": "ArticleAuthorType" }, { "affiliation": "INSERM, U1087, ITX, CHU de Nantes,Nantes,France,44007", "fullName": "Romain Bourcier", "givenName": "Romain", "surname": "Bourcier", "__typename": "ArticleAuthorType" } ], "idPrefix": "icpr", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2022-08-01T00:00:00", "pubType": "proceedings", "pages": "4500-4506", "year": "2022", "issn": null, "isbn": "978-1-6654-9062-7", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "09956646", "articleId": "1IHoRbi25Jm", "__typename": "AdjacentArticleType" }, "next": { "fno": "09956192", "articleId": "1IHpcIzGlnW", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/iwcfta/2011/4560/0/4560a008", "title": "Hopf Bifurcation in Genesio System with Delayed Feedback", "doi": null, "abstractUrl": "/proceedings-article/iwcfta/2011/4560a008/12OmNCb3fwl", "parentPublication": { "id": "proceedings/iwcfta/2011/4560/0", "title": "Chaos-Fractals Theories and Applications, International Workshop on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/bibm/2013/1309/0/06732717", "title": "Stability and bifurcation analysis of Hodgkin-Huxley model", "doi": null, "abstractUrl": "/proceedings-article/bibm/2013/06732717/12OmNwBBqbf", "parentPublication": { "id": "proceedings/bibm/2013/1309/0", "title": "2013 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/crv/2017/2818/0/2818a124", "title": "Bifurcation Localization in 3D Images via Evolutionary Geometric Deformable Templates", "doi": null, "abstractUrl": "/proceedings-article/crv/2017/2818a124/12OmNwCJOTn", "parentPublication": { "id": "proceedings/crv/2017/2818/0", "title": "2017 14th Conference on Computer and Robot Vision (CRV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cccrv/2004/2127/0/01301472", "title": "Structural method for tracking coronary arteries in coronary cineangiograms", "doi": null, "abstractUrl": "/proceedings-article/cccrv/2004/01301472/12OmNwkhTlc", "parentPublication": { "id": "proceedings/cccrv/2004/2127/0", "title": "First Canadian Conference on Computer and Robot Vision, 2004. Proceedings.", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icic/2011/688/0/05954584", "title": "Calculating the Parameters of a High-Dimensional Hopf Bifurcation", "doi": null, "abstractUrl": "/proceedings-article/icic/2011/05954584/12OmNx5GTWE", "parentPublication": { "id": "proceedings/icic/2011/688/0", "title": "2011 Fourth International Conference on Information and Computing (ICIC)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/mmbia/2012/0354/0/06164767", "title": "Vascular bifurcation detection in scale-space", "doi": null, "abstractUrl": "/proceedings-article/mmbia/2012/06164767/12OmNxwncpi", "parentPublication": { "id": "proceedings/mmbia/2012/0354/0", "title": "2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/aici/2009/3816/4/3816d482", "title": "Hopf Bifurcation in a Delayed Predator-Prey Model with a Holling-Type IV Functional Response", "doi": null, "abstractUrl": "/proceedings-article/aici/2009/3816d482/12OmNznCkZD", "parentPublication": { "id": "proceedings/aici/2009/3816/4", "title": "2009 International Conference on Artificial Intelligence and Computational Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icicta/2009/3804/3/3804c026", "title": "Bifurcation Analysis on Power System Voltage Stability", "doi": null, "abstractUrl": "/proceedings-article/icicta/2009/3804c026/12OmNzxyiKa", "parentPublication": { "id": null, "title": null, "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iciibms/2018/7516/3/08550007", "title": "Moyamoya Disease: Using Computational Fluid Dynamics to Propose a Novel “Mechanical Theory” of Pathogenesis", "doi": null, "abstractUrl": "/proceedings-article/iciibms/2018/08550007/17D45VUZMUA", "parentPublication": { "id": "proceedings/iciibms/2018/7516/3", "title": "2018 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/itme/2022/1015/0/101500a439", "title": "Research On Renova New Domestic Mechanical Detachable Coil System in Experimental Swine Aneurysm", "doi": null, "abstractUrl": "/proceedings-article/itme/2022/101500a439/1M4rs9cFbNu", "parentPublication": { "id": "proceedings/itme/2022/1015/0", "title": "2022 12th International Conference on Information Technology in Medicine and Education (ITME)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "1M4rj9heeBi", "title": "2022 12th International Conference on Information Technology in Medicine and Education (ITME)", "acronym": "itme", "groupId": "1002567", "volume": "0", "displayVolume": "0", "year": "2022", "__typename": "ProceedingType" }, "article": { "id": "1M4rsSEtc1W", "doi": "10.1109/ITME56794.2022.00101", "title": "Application of Tirofiban for Stent-Assisted Coiling in Acutely Ruptured Intracranial Aneurysms", "normalizedTitle": "Application of Tirofiban for Stent-Assisted Coiling in Acutely Ruptured Intracranial Aneurysms", "abstract": "Objective: To investigate the use of Tirofiban for stent-assisted coiling (SAC) in patients with acutely ruptured intracranial aneurysms (ARICA).Methods: The clinical data of 46 patients with a total of 47 intracranial aneurysms treated in with SAC within 72 hours after subarachnoid hemorrhage in the Department of Neurointervention, Tiantan Hospital, Capital Medical University from January 2015 to January 2019 were retrospectively analyzed. Since oral antiplatelet agents cannot be taken preoperatively, these patients were intravenously infused with tirofiban hydrochloride (10 μg/kg, completed within 3 min) before stent deployment, followed by 0.10 μg/kg/min via continuous intravenous pumping for 12 hours. Aspirin enteric-coated tablets (300 mg) and clopidogrel tablets (300mg) were given orally or nasal feeding 4 hours before the discontinuation of tirofiban. After 24 hours, aspirin enteric-coated tablets (100 mg) were given on a daily basis, in combination with oral clopidogrel tablets (75mg) for 2 months, and aspirin enteric-coated tablets were administered as a monotherapy for 4 months.Results: The perioperative complications included intraoperative aneurysm re-rupture (n=1), postoperative intracranial hemorrhage (n=1), stent thrombosis (n=2), and upper gastrointestinal bleeding (n=2). No urinary tract or intra-abdominal bleeding was observed. After the surgery, 20 patients underwent lumbar puncture or continued lumbar cerebrospinal fluid drainage and 4 patients received ventricular puncture and drainage. No thrombocytopenia was noted.Conclusions: In patients with ARICA who are not able to receive prompt dual antiplatelet therapy, tirofiban hydrochloride is an effective alternative that can be used during SAC for ARICA.", "abstracts": [ { "abstractType": "Regular", "content": "Objective: To investigate the use of Tirofiban for stent-assisted coiling (SAC) in patients with acutely ruptured intracranial aneurysms (ARICA).Methods: The clinical data of 46 patients with a total of 47 intracranial aneurysms treated in with SAC within 72 hours after subarachnoid hemorrhage in the Department of Neurointervention, Tiantan Hospital, Capital Medical University from January 2015 to January 2019 were retrospectively analyzed. Since oral antiplatelet agents cannot be taken preoperatively, these patients were intravenously infused with tirofiban hydrochloride (10 μg/kg, completed within 3 min) before stent deployment, followed by 0.10 μg/kg/min via continuous intravenous pumping for 12 hours. Aspirin enteric-coated tablets (300 mg) and clopidogrel tablets (300mg) were given orally or nasal feeding 4 hours before the discontinuation of tirofiban. After 24 hours, aspirin enteric-coated tablets (100 mg) were given on a daily basis, in combination with oral clopidogrel tablets (75mg) for 2 months, and aspirin enteric-coated tablets were administered as a monotherapy for 4 months.Results: The perioperative complications included intraoperative aneurysm re-rupture (n=1), postoperative intracranial hemorrhage (n=1), stent thrombosis (n=2), and upper gastrointestinal bleeding (n=2). No urinary tract or intra-abdominal bleeding was observed. After the surgery, 20 patients underwent lumbar puncture or continued lumbar cerebrospinal fluid drainage and 4 patients received ventricular puncture and drainage. No thrombocytopenia was noted.Conclusions: In patients with ARICA who are not able to receive prompt dual antiplatelet therapy, tirofiban hydrochloride is an effective alternative that can be used during SAC for ARICA.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Objective: To investigate the use of Tirofiban for stent-assisted coiling (SAC) in patients with acutely ruptured intracranial aneurysms (ARICA).Methods: The clinical data of 46 patients with a total of 47 intracranial aneurysms treated in with SAC within 72 hours after subarachnoid hemorrhage in the Department of Neurointervention, Tiantan Hospital, Capital Medical University from January 2015 to January 2019 were retrospectively analyzed. Since oral antiplatelet agents cannot be taken preoperatively, these patients were intravenously infused with tirofiban hydrochloride (10 μg/kg, completed within 3 min) before stent deployment, followed by 0.10 μg/kg/min via continuous intravenous pumping for 12 hours. Aspirin enteric-coated tablets (300 mg) and clopidogrel tablets (300mg) were given orally or nasal feeding 4 hours before the discontinuation of tirofiban. After 24 hours, aspirin enteric-coated tablets (100 mg) were given on a daily basis, in combination with oral clopidogrel tablets (75mg) for 2 months, and aspirin enteric-coated tablets were administered as a monotherapy for 4 months.Results: The perioperative complications included intraoperative aneurysm re-rupture (n=1), postoperative intracranial hemorrhage (n=1), stent thrombosis (n=2), and upper gastrointestinal bleeding (n=2). No urinary tract or intra-abdominal bleeding was observed. After the surgery, 20 patients underwent lumbar puncture or continued lumbar cerebrospinal fluid drainage and 4 patients received ventricular puncture and drainage. No thrombocytopenia was noted.Conclusions: In patients with ARICA who are not able to receive prompt dual antiplatelet therapy, tirofiban hydrochloride is an effective alternative that can be used during SAC for ARICA.", "fno": "101500a444", "keywords": [ "Biochemistry", "Biological Organs", "Biomedical Measurement", "Blood", "Blood Vessels", "Brain", "Cardiovascular System", "Diagnostic Radiography", "Diseases", "Drugs", "Haemodynamics", "Haemorheology", "Medical Disorders", "Medical Image Processing", "Stents", "Surgery", "ARICA", "Aspirin Enteric Coated Tablets", "Capital Medical University", "Continuous Intravenous Pumping", "Intraoperative Aneurysm Rerupture", "Lumbar Cerebrospinal Fluid Drainage", "Mass 100 0 Mg", "Mass 300 0 Mg", "Mass 75 0 Mg", "Nasal Feeding", "Oral Antiplatelet Agents", "Oral Clopidogrel Tablets", "Ruptured Intracranial Aneurysms", "Stent Deployment", "Stent Assisted Coiling", "Surgery", "Time 12 0 Hour", "Time 2 0 Month", "Time 24 0 Hour", "Time 3 0 Min", "Time 4 0 Hour", "Time 72 0 Hour", "Tirofiban Hydrochloride", "Upper Gastrointestinal Bleeding", "Aspirin", "Hospitals", "Surgery", "Nose", "Aneurysm", "Parietal Lobe", "Gastrointestinal Tract", "Subarachnoid Hemorrhage", "Intracranial Aneurysm", "Tirofiban Hydrochloride", "Stent" ], "authors": [ { "affiliation": "Beijing Neurosurgical Institute,Capital Medical University,Beijing,China", "fullName": "Wei Li", "givenName": "Wei", "surname": "Li", "__typename": "ArticleAuthorType" }, { "affiliation": "The Second Affiliated Hospital of Xingtai Medical College,Xingtai,China", "fullName": "Na Li", "givenName": "Na", "surname": "Li", "__typename": "ArticleAuthorType" }, { "affiliation": "The Second Affiliated Hospital of Xingtai Medical College,Xingtai,China", "fullName": "Qing Miao", "givenName": "Qing", "surname": "Miao", "__typename": "ArticleAuthorType" }, { "affiliation": "Shijiazhuang People’s Hospital,Shijiazhuang,China", "fullName": "Zhe Qu", "givenName": "Zhe", "surname": "Qu", "__typename": "ArticleAuthorType" }, { "affiliation": "Capital Medical University,Beijing Tiantan Hospital,Beijing,China", "fullName": "You-Xiang Li", "givenName": "You-Xiang", "surname": "Li", "__typename": "ArticleAuthorType" }, { "affiliation": "Beijing Neurosurgical Institute,Capital Medical University,Beijing,China", "fullName": "Hui-Jian Ge", "givenName": "Hui-Jian", "surname": "Ge", "__typename": "ArticleAuthorType" } ], "idPrefix": "itme", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2022-11-01T00:00:00", "pubType": "proceedings", "pages": "444-448", "year": "2022", "issn": null, "isbn": "979-8-3503-1015-3", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "101500a439", "articleId": "1M4rs9cFbNu", "__typename": "AdjacentArticleType" }, "next": { "fno": "101500a449", "articleId": "1M4rwPyBF16", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/ichi/2018/5377/0/537701a432", "title": "Data-Driven Clinical Phenotyping of Denosumab Exposure in a Large United States Cohort", "doi": null, "abstractUrl": "/proceedings-article/ichi/2018/537701a432/12OmNwFid7E", "parentPublication": { "id": "proceedings/ichi/2018/5377/0", "title": "2018 IEEE International Conference on Healthcare Informatics (ICHI)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cbms/2018/6060/0/606001a048", "title": "Rupture Status Classification of Intracranial Aneurysms Using Morphological Parameters", "doi": null, "abstractUrl": "/proceedings-article/cbms/2018/606001a048/12OmNwfb6U0", "parentPublication": { "id": "proceedings/cbms/2018/6060/0", "title": "2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/bmei/2008/3118/1/3118a566", "title": "Computational Fluid Dynamics Modeling of Intracranial Aneurysms", "doi": null, "abstractUrl": "/proceedings-article/bmei/2008/3118a566/12OmNx7G62N", "parentPublication": { "id": "proceedings/bmei/2008/3118/1", "title": "2008 International Conference on Biomedical Engineering and Informatics (BMEI 2008)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/grid/2010/9347/0/05697965", "title": "Parallel simulation and visualization of blood flow in intracranial aneurysms", "doi": null, "abstractUrl": "/proceedings-article/grid/2010/05697965/12OmNyFU79W", "parentPublication": { "id": "proceedings/grid/2010/9347/0", "title": "2010 11th IEEE/ACM International Conference on Grid Computing (GRID 2010)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cbms/2017/1710/0/1710a463", "title": "Prognosis of Abdominal Aortic Aneurysms: A Machine Learning-Enabled Approach Merging Clinical, Morphometric, Biomechanical and Texture Information", "doi": null, "abstractUrl": "/proceedings-article/cbms/2017/1710a463/12OmNzd7bVx", "parentPublication": { "id": "proceedings/cbms/2017/1710/0", "title": "2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2014/05/06702500", "title": "Blood Flow Clustering and Applications inVirtual Stenting of Intracranial Aneurysms", "doi": null, "abstractUrl": "/journal/tg/2014/05/06702500/13rRUxBJhFx", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/wi/2018/7325/0/732500a318", "title": "Resting EEG Features and Their Application in Depressive Disorders", "doi": null, "abstractUrl": 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"proceedings/iccnea/2021/4486/0", "title": "2021 International Conference on Computer Network, Electronic and Automation (ICCNEA)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "1m3n9N02qgE", "title": "2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)", "acronym": "cvpr", "groupId": "1000147", "volume": "0", "displayVolume": "0", "year": "2020", "__typename": "ProceedingType" }, "article": { "id": "1m3ofq593yM", "doi": "10.1109/CVPR42600.2020.00273", "title": "IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning", "normalizedTitle": "IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning", "abstract": "Medicine is an important application area for deep learning models. Research in this field is a combination of medical expertise and data science knowledge. In this paper, instead of 2D medical images, we introduce an open-access 3D intracranial aneurysm dataset, IntrA, that makes the application of points-based and mesh-based classification and segmentation models available. Our dataset can be used to diagnose intracranial aneurysms and to extract the neck for a clipping operation in medicine and other areas of deep learning, such as normal estimation and surface reconstruction. We provide a large-scale benchmark of classification and part segmentation by testing state-of-the-art networks. We also discuss the performance of each method and demonstrate the challenges of our dataset. The published dataset can be accessed here: https://github.com/intra2d2019/IntrA.", "abstracts": [ { "abstractType": "Regular", "content": "Medicine is an important application area for deep learning models. Research in this field is a combination of medical expertise and data science knowledge. In this paper, instead of 2D medical images, we introduce an open-access 3D intracranial aneurysm dataset, IntrA, that makes the application of points-based and mesh-based classification and segmentation models available. Our dataset can be used to diagnose intracranial aneurysms and to extract the neck for a clipping operation in medicine and other areas of deep learning, such as normal estimation and surface reconstruction. We provide a large-scale benchmark of classification and part segmentation by testing state-of-the-art networks. We also discuss the performance of each method and demonstrate the challenges of our dataset. The published dataset can be accessed here: https://github.com/intra2d2019/IntrA.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Medicine is an important application area for deep learning models. Research in this field is a combination of medical expertise and data science knowledge. In this paper, instead of 2D medical images, we introduce an open-access 3D intracranial aneurysm dataset, IntrA, that makes the application of points-based and mesh-based classification and segmentation models available. Our dataset can be used to diagnose intracranial aneurysms and to extract the neck for a clipping operation in medicine and other areas of deep learning, such as normal estimation and surface reconstruction. We provide a large-scale benchmark of classification and part segmentation by testing state-of-the-art networks. We also discuss the performance of each method and demonstrate the challenges of our dataset. The published dataset can be accessed here: https://github.com/intra2d2019/IntrA.", "fno": "716800c653", "keywords": [ "Brain", "Image Classification", "Image Reconstruction", "Image Segmentation", "Learning Artificial Intelligence", "Medical Image Processing", "Neural Nets", "Data Science Knowledge", "2 D Medical Images", "Open Access 3 D Intracranial Aneurysm Dataset", "Mesh Based Classification", "Medicine", "Surface Reconstruction", "Deep Learning", "Mesh Based Segmentation", "Aneurysm", "Three Dimensional Displays", "Solid Modeling", "Biomedical Imaging", "Image Segmentation", "Brain Modeling", "Shape" ], "authors": [ { "affiliation": "The University of Tokyo", "fullName": "Xi Yang", "givenName": "Xi", "surname": "Yang", "__typename": "ArticleAuthorType" }, { "affiliation": "The University of Tokyo; South China University of Technology", "fullName": "Ding Xia", "givenName": "Ding", "surname": "Xia", "__typename": "ArticleAuthorType" }, { "affiliation": "The University of Tokyo", "fullName": "Taichi Kin", "givenName": "Taichi", "surname": "Kin", "__typename": "ArticleAuthorType" }, { "affiliation": "The University of Tokyo", "fullName": "Takeo Igarashi", "givenName": "Takeo", "surname": "Igarashi", "__typename": "ArticleAuthorType" } ], "idPrefix": "cvpr", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2020-06-01T00:00:00", "pubType": "proceedings", "pages": "2653-2663", "year": "2020", "issn": null, "isbn": "978-1-7281-7168-5", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "716800c643", "articleId": "1m3nlB1xGKc", "__typename": "AdjacentArticleType" }, "next": { "fno": "716800c664", "articleId": "1m3oab2rVMk", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/cbms/2018/6060/0/606001a048", "title": "Rupture Status Classification of Intracranial Aneurysms Using Morphological Parameters", "doi": null, "abstractUrl": "/proceedings-article/cbms/2018/606001a048/12OmNwfb6U0", "parentPublication": { "id": "proceedings/cbms/2018/6060/0", "title": "2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/bmei/2008/3118/1/3118a566", "title": "Computational Fluid Dynamics Modeling of Intracranial Aneurysms", "doi": null, "abstractUrl": "/proceedings-article/bmei/2008/3118a566/12OmNx7G62N", "parentPublication": { "id": "proceedings/bmei/2008/3118/1", "title": "2008 International Conference on Biomedical Engineering and Informatics (BMEI 2008)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/grid/2010/9347/0/05697965", "title": "Parallel simulation and visualization of blood flow in intracranial aneurysms", "doi": null, "abstractUrl": "/proceedings-article/grid/2010/05697965/12OmNyFU79W", "parentPublication": { "id": "proceedings/grid/2010/9347/0", "title": "2010 11th IEEE/ACM International Conference on Grid Computing (GRID 2010)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "mags/cs/2017/04/mcs2017040056", "title": "Intracranial Aneurysm Phantom Segmentation Using a 4D Lattice Boltzmann Method", "doi": null, "abstractUrl": "/magazine/cs/2017/04/mcs2017040056/13rRUwx1xLa", "parentPublication": { "id": "mags/cs", "title": "Computing in Science & Engineering", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2016/06/07127031", "title": "Blob Enhancement and Visualization for Improved Intracranial Aneurysm Detection", "doi": null, "abstractUrl": "/journal/tg/2016/06/07127031/13rRUxCitJg", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iciibms/2018/7516/3/08549945", "title": "The Big Bang Theory of Intracranial Aneurysm Rupture: Gazing Through the Computational Fluid Dynamics Telescope", "doi": null, "abstractUrl": "/proceedings-article/iciibms/2018/08549945/17D45WXIkE6", "parentPublication": { "id": "proceedings/iciibms/2018/7516/3", "title": "2018 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/bibm/2021/0126/0/09669853", "title": "Enriching computed tomography images by projection for robust automated cerebral aneurysm detection and segmentation", "doi": null, "abstractUrl": "/proceedings-article/bibm/2021/09669853/1A9VxzCvZlK", "parentPublication": { "id": "proceedings/bibm/2021/0126/0", "title": "2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpr/2022/9062/0/09956393", "title": "Toward a 3D Arterial Tree Bifurcation Model for Intra-Cranial Aneurysm Detection and Segmentation", "doi": null, "abstractUrl": "/proceedings-article/icpr/2022/09956393/1IHq30qYUzC", "parentPublication": { "id": "proceedings/icpr/2022/9062/0", "title": "2022 26th International Conference on Pattern Recognition (ICPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/itme/2022/1015/0/101500a444", "title": "Application of Tirofiban for Stent-Assisted Coiling in Acutely Ruptured Intracranial Aneurysms", "doi": null, "abstractUrl": "/proceedings-article/itme/2022/101500a444/1M4rsSEtc1W", "parentPublication": { "id": "proceedings/itme/2022/1015/0", "title": "2022 12th International Conference on Information Technology in Medicine and Education (ITME)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpr/2021/8808/0/09413175", "title": "Segmentation of Intracranial Aneurysm Remnant in MRA using Dual-Attention Atrous Net", "doi": null, "abstractUrl": "/proceedings-article/icpr/2021/09413175/1tmjHDHczMA", "parentPublication": { "id": "proceedings/icpr/2021/8808/0", "title": "2020 25th International Conference on Pattern Recognition (ICPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "1tmhi3ly74c", "title": "2020 25th International Conference on Pattern Recognition (ICPR)", "acronym": "icpr", "groupId": "1000545", "volume": "0", "displayVolume": "0", "year": "2021", "__typename": "ProceedingType" }, "article": { "id": "1tmjHDHczMA", "doi": "10.1109/ICPR48806.2021.9413175", "title": "Segmentation of Intracranial Aneurysm Remnant in MRA using Dual-Attention Atrous Net", "normalizedTitle": "Segmentation of Intracranial Aneurysm Remnant in MRA using Dual-Attention Atrous Net", "abstract": "Due to the advancement of non-invasive medical imaging modalities like Magnetic Resonance Angiography (MRA), an increasing number of Intracranial Aneurysm (IA) cases are being reported in recent years. The IAs are typically treated by so-called endovascular coiling, where blood flow in the IA is prevented by embolization with a platinum coil. Accurate quantification of the IA Remnant (IAR), i.e. the volume with blood flow present post treatment is the utmost important factor in choosing the right treatment planning. This is typically done by manually segmenting the aneurysm remnant from the MRA volume. Since manual segmentation of volumetric images is a labour-intensive and error-prone process, development of an automatic volumetric segmentation method is required. Segmentation of small structures such as IA, that may largely vary in size, shape, and location is considered extremely difficult. Similar intensity distribution of IAs and surrounding blood vessels makes it more challenging and susceptible to false positive. In this paper we propose a novel 3D CNN architecture called Dual-Attention Atrous Net (DAtt-ANet), which can efficiently segment IAR volumes from MRA images by reconciling features at different scales using the proposed Parallel Atrous Unit (PAU) along with the use of self-attention mechanism for extracting fine-grained features and intra-class correlation. The proposed DAtt- ANet model is trained and evaluated on a clinical MRA image dataset of IAR consisting of 46 subjects. We compared the proposed DAtt-ANet with five state-of-the-art CNN models based on their segmentation performance. The proposed DAtt-ANet outperformed all other methods and was able to achieve a five-fold cross-validation DICE score of 0.73 ± 0.06.", "abstracts": [ { "abstractType": "Regular", "content": "Due to the advancement of non-invasive medical imaging modalities like Magnetic Resonance Angiography (MRA), an increasing number of Intracranial Aneurysm (IA) cases are being reported in recent years. The IAs are typically treated by so-called endovascular coiling, where blood flow in the IA is prevented by embolization with a platinum coil. Accurate quantification of the IA Remnant (IAR), i.e. the volume with blood flow present post treatment is the utmost important factor in choosing the right treatment planning. This is typically done by manually segmenting the aneurysm remnant from the MRA volume. Since manual segmentation of volumetric images is a labour-intensive and error-prone process, development of an automatic volumetric segmentation method is required. Segmentation of small structures such as IA, that may largely vary in size, shape, and location is considered extremely difficult. Similar intensity distribution of IAs and surrounding blood vessels makes it more challenging and susceptible to false positive. In this paper we propose a novel 3D CNN architecture called Dual-Attention Atrous Net (DAtt-ANet), which can efficiently segment IAR volumes from MRA images by reconciling features at different scales using the proposed Parallel Atrous Unit (PAU) along with the use of self-attention mechanism for extracting fine-grained features and intra-class correlation. The proposed DAtt- ANet model is trained and evaluated on a clinical MRA image dataset of IAR consisting of 46 subjects. We compared the proposed DAtt-ANet with five state-of-the-art CNN models based on their segmentation performance. The proposed DAtt-ANet outperformed all other methods and was able to achieve a five-fold cross-validation DICE score of 0.73 ± 0.06.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Due to the advancement of non-invasive medical imaging modalities like Magnetic Resonance Angiography (MRA), an increasing number of Intracranial Aneurysm (IA) cases are being reported in recent years. The IAs are typically treated by so-called endovascular coiling, where blood flow in the IA is prevented by embolization with a platinum coil. Accurate quantification of the IA Remnant (IAR), i.e. the volume with blood flow present post treatment is the utmost important factor in choosing the right treatment planning. This is typically done by manually segmenting the aneurysm remnant from the MRA volume. Since manual segmentation of volumetric images is a labour-intensive and error-prone process, development of an automatic volumetric segmentation method is required. Segmentation of small structures such as IA, that may largely vary in size, shape, and location is considered extremely difficult. Similar intensity distribution of IAs and surrounding blood vessels makes it more challenging and susceptible to false positive. In this paper we propose a novel 3D CNN architecture called Dual-Attention Atrous Net (DAtt-ANet), which can efficiently segment IAR volumes from MRA images by reconciling features at different scales using the proposed Parallel Atrous Unit (PAU) along with the use of self-attention mechanism for extracting fine-grained features and intra-class correlation. The proposed DAtt- ANet model is trained and evaluated on a clinical MRA image dataset of IAR consisting of 46 subjects. We compared the proposed DAtt-ANet with five state-of-the-art CNN models based on their segmentation performance. The proposed DAtt-ANet outperformed all other methods and was able to achieve a five-fold cross-validation DICE score of 0.73 ± 0.06.", "fno": "09413175", "keywords": [ "Biomedical MRI", "Blood Vessels", "Computerised Tomography", "Diagnostic Radiography", "Haemodynamics", "Image Segmentation", "Medical Image Processing", "Intracranial Aneurysm Remnant", "Atrous Net", "Noninvasive Medical Imaging Modalities", "Magnetic Resonance Angiography", "Intracranial Aneurysm Cases", "So Called Endovascular Coiling", "Blood Flow", "Platinum Coil", "IA Remnant", "Post Treatment", "Utmost Important Factor", "MRA Volume", "Manual Segmentation", "Volumetric Images", "Automatic Volumetric Segmentation Method", "Surrounding Blood Vessels", "D Att A Net", "Segment IAR Volumes", "MRA Images", "Parallel Atrous Unit", "Clinical MRA Image Dataset", "Segmentation Performance", "Image Segmentation", "Three Dimensional Displays", "Shape", "Platinum", "Aneurysm", "Manuals", "Feature Extraction" ], "authors": [ { "affiliation": "Machine Intelligence Unit Indian Statistical Institute Kolkata,India", "fullName": "Subhashis Banerjee", "givenName": "Subhashis", "surname": "Banerjee", "__typename": "ArticleAuthorType" }, { "affiliation": "National Institute of Technology,Department of Electrical Engineering,Durgapur,West Bengal,India", "fullName": "Ashis Kumar Dhara", "givenName": "Ashis Kumar", "surname": "Dhara", "__typename": "ArticleAuthorType" }, { "affiliation": "Uppsala University,Department of Surgical Sciences Radiology,Uppsala,Sweden", "fullName": "Johan Wikström", "givenName": "Johan", "surname": "Wikström", "__typename": "ArticleAuthorType" }, { "affiliation": "Uppsala University,Department of Information Technology,Uppsala,Sweden", "fullName": "Robin Strand", "givenName": "Robin", "surname": "Strand", "__typename": "ArticleAuthorType" } ], "idPrefix": "icpr", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2021-01-01T00:00:00", "pubType": "proceedings", "pages": "9265-9272", "year": "2021", "issn": "1051-4651", "isbn": "978-1-7281-8808-9", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "09413125", "articleId": "1tmjvWyC0W4", "__typename": "AdjacentArticleType" }, "next": { "fno": "09413191", "articleId": "1tmhWpkxlHG", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/icpr/2014/5209/0/5209d209", "title": "Geodesic Active Contours with Adaptive Configuration for Cerebral Vessel and Aneurysm Segmentation", "doi": null, "abstractUrl": "/proceedings-article/icpr/2014/5209d209/12OmNvrdI2k", "parentPublication": { "id": "proceedings/icpr/2014/5209/0", "title": "2014 22nd International Conference on Pattern Recognition (ICPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "mags/cs/2017/04/mcs2017040056", "title": "Intracranial Aneurysm Phantom Segmentation Using a 4D Lattice Boltzmann Method", "doi": null, "abstractUrl": "/magazine/cs/2017/04/mcs2017040056/13rRUwx1xLa", "parentPublication": { "id": "mags/cs", "title": "Computing in Science & Engineering", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2016/06/07127031", "title": "Blob Enhancement and Visualization for Improved Intracranial Aneurysm Detection", "doi": null, "abstractUrl": "/journal/tg/2016/06/07127031/13rRUxCitJg", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/bibm/2021/0126/0/09669853", "title": "Enriching computed tomography images by projection for robust automated cerebral aneurysm detection and segmentation", "doi": null, "abstractUrl": "/proceedings-article/bibm/2021/09669853/1A9VxzCvZlK", "parentPublication": { "id": "proceedings/bibm/2021/0126/0", "title": "2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icceai/2022/6803/0/680300a561", "title": "ACAU-Net: Atrous Convolution and Attention U-Net Model for Pavement Crack Segmentation", "doi": null, "abstractUrl": "/proceedings-article/icceai/2022/680300a561/1FUUnf7yxlC", "parentPublication": { "id": "proceedings/icceai/2022/6803/0", "title": "2022 International Conference on Computer Engineering and Artificial Intelligence (ICCEAI)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpr/2022/9062/0/09956393", "title": "Toward a 3D Arterial Tree Bifurcation Model for Intra-Cranial Aneurysm Detection and Segmentation", "doi": null, "abstractUrl": "/proceedings-article/icpr/2022/09956393/1IHq30qYUzC", "parentPublication": { "id": "proceedings/icpr/2022/9062/0", "title": "2022 26th International Conference on Pattern Recognition (ICPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/2020/7168/0/716800c653", "title": "IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning", "doi": null, "abstractUrl": "/proceedings-article/cvpr/2020/716800c653/1m3ofq593yM", "parentPublication": { "id": "proceedings/cvpr/2020/7168/0", "title": "2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNwl8GHU", "title": "2013 IEEE Symposium on 3D User Interfaces (3DUI)", "acronym": "3dui", "groupId": "1001623", "volume": "0", "displayVolume": "0", "year": "2013", "__typename": "ProceedingType" }, "article": { "id": "12OmNAOsMLo", "doi": "10.1109/3DUI.2013.6550190", "title": "Effects and optimization of visual-proprioceptive discrepancy reduction for virtual grasping", "normalizedTitle": "Effects and optimization of visual-proprioceptive discrepancy reduction for virtual grasping", "abstract": "A virtual hand can intentionally deviate from the real hand configuration to improve interaction and experience. Subsequent discrepancy reduction (convergence) is important to avoid undesirable side effects such as grasping difficulty. Prior work did not study convergence motion effects adequately to understand finger motions and speed effects. We present the first grasping-focused studies on convergence motion speed effects. The results are important for optimizing convergence motion and can contribute to guidelines for related interaction types.", "abstracts": [ { "abstractType": "Regular", "content": "A virtual hand can intentionally deviate from the real hand configuration to improve interaction and experience. Subsequent discrepancy reduction (convergence) is important to avoid undesirable side effects such as grasping difficulty. Prior work did not study convergence motion effects adequately to understand finger motions and speed effects. We present the first grasping-focused studies on convergence motion speed effects. The results are important for optimizing convergence motion and can contribute to guidelines for related interaction types.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "A virtual hand can intentionally deviate from the real hand configuration to improve interaction and experience. Subsequent discrepancy reduction (convergence) is important to avoid undesirable side effects such as grasping difficulty. Prior work did not study convergence motion effects adequately to understand finger motions and speed effects. We present the first grasping-focused studies on convergence motion speed effects. The results are important for optimizing convergence motion and can contribute to guidelines for related interaction types.", "fno": "06550190", "keywords": [ "Convergence", "Thumb", "Grasping", "Joints", "Springs", "Tuning", "Visual Proprioceptive Discrepancy", "Virtual Grasping" ], "authors": [ { "affiliation": "Univ. of Louisiana at Lafayette, Lafayette, LA, USA", "fullName": "Mores Prachyabrued", "givenName": "Mores", "surname": "Prachyabrued", "__typename": "ArticleAuthorType" }, { "affiliation": "Univ. of Louisiana at Lafayette, Lafayette, LA, USA", "fullName": "Christoph W. Borst", "givenName": "Christoph W.", "surname": "Borst", "__typename": "ArticleAuthorType" } ], "idPrefix": "3dui", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2013-03-01T00:00:00", "pubType": "proceedings", "pages": "11-14", "year": "2013", "issn": null, "isbn": "978-1-4673-6097-5", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "06550189", "articleId": "12OmNBoNroS", "__typename": "AdjacentArticleType" }, "next": { "fno": "06550191", "articleId": "12OmNApLGAG", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/vr/2013/4795/0/06549355", "title": "Nonuniform and adaptive coupling stiffness for virtual grasping", "doi": null, "abstractUrl": "/proceedings-article/vr/2013/06549355/12OmNB836F9", "parentPublication": { "id": "proceedings/vr/2013/4795/0", "title": "2013 IEEE Virtual Reality (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cw/2013/2246/0/2246a369", "title": "Generation of Grasping Poses for Object Manipulation", "doi": null, "abstractUrl": "/proceedings-article/cw/2013/2246a369/12OmNBAqZIy", "parentPublication": { "id": "proceedings/cw/2013/2246/0", "title": "2013 International Conference on Cyberworlds (CW)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/mcsi/2016/0973/0/0973a072", "title": "Under-Actuated Finger Driven by Un-extendible Tendons Grasping Tests by WM 2D™", "doi": null, "abstractUrl": "/proceedings-article/mcsi/2016/0973a072/12OmNro0I8J", "parentPublication": { "id": "proceedings/mcsi/2016/0973/0", "title": "2016 Third International Conference on Mathematics and Computers in Sciences and in Industry (MCSI)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/3dui/2012/1204/0/06184182", "title": "Visual interpenetration tradeoffs in whole-hand virtual grasping", "doi": null, "abstractUrl": "/proceedings-article/3dui/2012/06184182/12OmNvA1hj6", "parentPublication": { "id": "proceedings/3dui/2012/1204/0", "title": "2012 IEEE Symposium on 3D User Interfaces (3DUI)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/case/2012/0430/0/06386435", "title": "Kinematics of the Robomec robot hand with planar and spherical four bar linkages for power grasping", "doi": null, "abstractUrl": "/proceedings-article/case/2012/06386435/12OmNyugyWn", "parentPublication": { "id": "proceedings/case/2012/0430/0", "title": "2012 IEEE International Conference on Automation Science and Engineering (CASE 2012)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icig/2004/2244/0/01410479", "title": "Virtual grasping for virtual assembly tasks", "doi": null, "abstractUrl": "/proceedings-article/icig/2004/01410479/12OmNz6iOrG", "parentPublication": { "id": "proceedings/icig/2004/2244/0", "title": "Proceedings. Third International Conference on Image and Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/th/2014/04/06822621", "title": "Analysis of Human Grasping Behavior: Correlating Tasks, Objects and Grasps", "doi": null, "abstractUrl": "/journal/th/2014/04/06822621/13rRUx0geA2", "parentPublication": { "id": "trans/th", "title": "IEEE Transactions on Haptics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2016/06/07159098", "title": "Design and Evaluation of Visual Interpenetration Cues in Virtual Grasping", "doi": null, "abstractUrl": "/journal/tg/2016/06/07159098/13rRUxBJhvx", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/th/2014/03/06822601", "title": "Analysis of Human Grasping Behavior: Object Characteristics and Grasp Type", "doi": null, "abstractUrl": "/journal/th/2014/03/06822601/13rRUxBrGhb", "parentPublication": { "id": "trans/th", "title": "IEEE Transactions on Haptics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/aiam/2022/6399/0/639900a645", "title": "Adaptive design and grasping motion analysis of a four-fingered dexterous hands", "doi": null, "abstractUrl": "/proceedings-article/aiam/2022/639900a645/1LRlDB6cXPq", "parentPublication": { "id": "proceedings/aiam/2022/6399/0", "title": "2022 4th International Conference on Artificial Intelligence and Advanced Manufacturing (AIAM)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNxE2mWh", "title": "2013 IEEE Virtual Reality (VR)", "acronym": "vr", "groupId": "1000791", "volume": "0", "displayVolume": "0", "year": "2013", "__typename": "ProceedingType" }, "article": { "id": "12OmNB836F9", "doi": "10.1109/VR.2013.6549355", "title": "Nonuniform and adaptive coupling stiffness for virtual grasping", "normalizedTitle": "Nonuniform and adaptive coupling stiffness for virtual grasping", "abstract": "Recent virtual grasping approaches involve physical simulation and virtual couplings between tracked and virtual hand configurations. We introduce a nonuniform coupling in which the stiffness of thumb coupling is scaled relative to that of other digits. This shifts the position of grasped objects in the hand, which may impact grasp and release performance. We graphically illustrate the effects on grasped object position, and we experimentally measure impact on object motion during grasp release. In addition to basic nonuniform scaling, we propose adaptive scaling to account for the number and depth of digits involved in multi-finger grasps. We show that one particular choice of adaptive coupling results in a tradeoff of increased object position consistency and decreased release consistency. The knowledge gained from our study will enable researchers to optimize couplings in future work.", "abstracts": [ { "abstractType": "Regular", "content": "Recent virtual grasping approaches involve physical simulation and virtual couplings between tracked and virtual hand configurations. We introduce a nonuniform coupling in which the stiffness of thumb coupling is scaled relative to that of other digits. This shifts the position of grasped objects in the hand, which may impact grasp and release performance. We graphically illustrate the effects on grasped object position, and we experimentally measure impact on object motion during grasp release. In addition to basic nonuniform scaling, we propose adaptive scaling to account for the number and depth of digits involved in multi-finger grasps. We show that one particular choice of adaptive coupling results in a tradeoff of increased object position consistency and decreased release consistency. The knowledge gained from our study will enable researchers to optimize couplings in future work.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Recent virtual grasping approaches involve physical simulation and virtual couplings between tracked and virtual hand configurations. We introduce a nonuniform coupling in which the stiffness of thumb coupling is scaled relative to that of other digits. This shifts the position of grasped objects in the hand, which may impact grasp and release performance. We graphically illustrate the effects on grasped object position, and we experimentally measure impact on object motion during grasp release. In addition to basic nonuniform scaling, we propose adaptive scaling to account for the number and depth of digits involved in multi-finger grasps. We show that one particular choice of adaptive coupling results in a tradeoff of increased object position consistency and decreased release consistency. The knowledge gained from our study will enable researchers to optimize couplings in future work.", "fno": "06549355", "keywords": [ "Thumb", "Couplings", "Grasping", "Springs", "Three Dimensional Displays", "Force", "Grasping Forces", "Virtual Grasping", "Virtual Coupling" ], "authors": [ { "affiliation": "Univ. of Louisiana at Lafayette, Lafayette, LA, USA", "fullName": "Christoph W. Borst", "givenName": "Christoph W.", "surname": "Borst", "__typename": "ArticleAuthorType" }, { "affiliation": "Univ. of Louisiana at Lafayette, Lafayette, LA, USA", "fullName": "Mores Prachyabrued", "givenName": "Mores", "surname": "Prachyabrued", "__typename": "ArticleAuthorType" } ], "idPrefix": "vr", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2013-03-01T00:00:00", "pubType": "proceedings", "pages": "35-38", "year": "2013", "issn": "1087-8270", "isbn": "978-1-4673-4795-2", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "06549354", "articleId": "12OmNvk7JY0", "__typename": "AdjacentArticleType" }, "next": { "fno": "06549356", "articleId": "12OmNxxvAMX", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/3dui/2013/6097/0/06550190", "title": "Effects and optimization of visual-proprioceptive discrepancy reduction for virtual grasping", "doi": null, "abstractUrl": "/proceedings-article/3dui/2013/06550190/12OmNAOsMLo", "parentPublication": { "id": "proceedings/3dui/2013/6097/0", "title": "2013 IEEE Symposium on 3D User Interfaces (3DUI)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icisce/2015/6850/0/6850a977", "title": "The Influence of Threaded Coupling on Rotor System with Rubbing Failure", "doi": null, "abstractUrl": "/proceedings-article/icisce/2015/6850a977/12OmNBlFR0B", "parentPublication": { "id": "proceedings/icisce/2015/6850/0", "title": "2015 2nd International Conference on Information Science and Control Engineering (ICISCE)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/3dui/2012/1204/0/06184182", "title": "Visual interpenetration tradeoffs in whole-hand virtual grasping", "doi": null, "abstractUrl": "/proceedings-article/3dui/2012/06184182/12OmNvA1hj6", "parentPublication": { "id": "proceedings/3dui/2012/1204/0", "title": "2012 IEEE Symposium on 3D User Interfaces (3DUI)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2005/8929/0/01492758", "title": "Realistic virtual grasping", "doi": null, "abstractUrl": "/proceedings-article/vr/2005/01492758/12OmNyfdOSU", "parentPublication": { "id": "proceedings/vr/2005/8929/0", "title": "IEEE Virtual Reality 2005", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/th/2014/04/06822621", "title": "Analysis of Human Grasping Behavior: Correlating Tasks, Objects and Grasps", "doi": null, "abstractUrl": "/journal/th/2014/04/06822621/13rRUx0geA2", "parentPublication": { "id": "trans/th", "title": "IEEE Transactions on Haptics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2016/06/07159098", "title": "Design and Evaluation of Visual Interpenetration Cues in Virtual Grasping", "doi": null, "abstractUrl": "/journal/tg/2016/06/07159098/13rRUxBJhvx", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/th/2014/03/06822601", "title": "Analysis of Human Grasping Behavior: Object Characteristics and Grasp Type", "doi": null, "abstractUrl": "/journal/th/2014/03/06822601/13rRUxBrGhb", "parentPublication": { "id": "trans/th", "title": "IEEE Transactions on Haptics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/scam/2018/8290/0/829000a113", "title": "[Research Paper] Detecting Evolutionary Coupling Using Transitive Association Rules", "doi": null, "abstractUrl": "/proceedings-article/scam/2018/829000a113/17D45XeKgtb", "parentPublication": { "id": "proceedings/scam/2018/8290/0", "title": "2018 IEEE 18th International Working Conference on Source Code Analysis and Manipulation (SCAM)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2019/1377/0/08798155", "title": "Grasping objects in immersive Virtual Reality", "doi": null, "abstractUrl": "/proceedings-article/vr/2019/08798155/1cJ0SxJIrrW", "parentPublication": { "id": "proceedings/vr/2019/1377/0", "title": "2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tp/2022/01/09145599", "title": "Unsupervised Heterogeneous Coupling Learning for Categorical Representation", "doi": null, "abstractUrl": "/journal/tp/2022/01/09145599/1lE04pP3yDe", "parentPublication": { "id": "trans/tp", "title": "IEEE Transactions on Pattern Analysis & Machine Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNs4S8wv", "title": "2014 IEEE Symposium on 3D User Interfaces (3DUI)", "acronym": "3dui", "groupId": "1001623", "volume": "0", "displayVolume": "0", "year": "2014", "__typename": "ProceedingType" }, "article": { "id": "12OmNqC2v4T", "doi": "10.1109/3DUI.2014.6798835", "title": "Visual feedback for virtual grasping", "normalizedTitle": "Visual feedback for virtual grasping", "abstract": "We investigate visual feedback for virtual grasps, especially cues to improve behavior after real fingers enter a virtual object. To date, such visual cues have usually been developed in an ad-hoc manner, with minimal or no studies that can guide selection. Existing guidelines are based largely on other interaction types and provide inconsistent and potentially-misleading information when applied to grasping. We compare several different visual feedback types including those most commonly seen for virtual hand interaction and with some novel visual aspects. The visuals were tuned in a pilot study, and our main study evaluated results in terms of objective performance (finger penetration, release time, and precision) and subjective rankings. Performancewise, the most promising techniques all directly reveal penetrating hand configuration in some way. Subjectively, most techniques are better than simple interpenetrating visuals, with color changes being most promising. The results enable selection of the best cues based on the relevant tradeoffs. Results also provide a needed basis for more focused studies of specific visual cues and for better informing studies of multimodal feedback.", "abstracts": [ { "abstractType": "Regular", "content": "We investigate visual feedback for virtual grasps, especially cues to improve behavior after real fingers enter a virtual object. To date, such visual cues have usually been developed in an ad-hoc manner, with minimal or no studies that can guide selection. Existing guidelines are based largely on other interaction types and provide inconsistent and potentially-misleading information when applied to grasping. We compare several different visual feedback types including those most commonly seen for virtual hand interaction and with some novel visual aspects. The visuals were tuned in a pilot study, and our main study evaluated results in terms of objective performance (finger penetration, release time, and precision) and subjective rankings. Performancewise, the most promising techniques all directly reveal penetrating hand configuration in some way. Subjectively, most techniques are better than simple interpenetrating visuals, with color changes being most promising. The results enable selection of the best cues based on the relevant tradeoffs. Results also provide a needed basis for more focused studies of specific visual cues and for better informing studies of multimodal feedback.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "We investigate visual feedback for virtual grasps, especially cues to improve behavior after real fingers enter a virtual object. To date, such visual cues have usually been developed in an ad-hoc manner, with minimal or no studies that can guide selection. Existing guidelines are based largely on other interaction types and provide inconsistent and potentially-misleading information when applied to grasping. We compare several different visual feedback types including those most commonly seen for virtual hand interaction and with some novel visual aspects. The visuals were tuned in a pilot study, and our main study evaluated results in terms of objective performance (finger penetration, release time, and precision) and subjective rankings. Performancewise, the most promising techniques all directly reveal penetrating hand configuration in some way. Subjectively, most techniques are better than simple interpenetrating visuals, with color changes being most promising. The results enable selection of the best cues based on the relevant tradeoffs. Results also provide a needed basis for more focused studies of specific visual cues and for better informing studies of multimodal feedback.", "fno": "06798835", "keywords": [ "Visualization", "Abstracts", "Color", "Visual Feedback", "Virtual Grasping" ], "authors": [ { "affiliation": "Mahidol University, Thailand", "fullName": "Mores Prachyabrued", "givenName": "Mores", "surname": "Prachyabrued", "__typename": "ArticleAuthorType" }, { "affiliation": "University of Louisiana at Lafayette, USA", "fullName": "Christoph W. Borst", "givenName": "Christoph W.", "surname": "Borst", "__typename": "ArticleAuthorType" } ], "idPrefix": "3dui", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2014-03-01T00:00:00", "pubType": "proceedings", "pages": "19-26", "year": "2014", "issn": null, "isbn": "978-1-4799-3624-3", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "06798834", "articleId": "12OmNwDACvp", "__typename": "AdjacentArticleType" }, "next": { "fno": "06798836", "articleId": "12OmNxWcH3Q", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/vr/2015/1727/0/07223417", "title": "From visual cues to climate perception in virtual urban environments", "doi": null, "abstractUrl": "/proceedings-article/vr/2015/07223417/12OmNAH5dlT", "parentPublication": { "id": "proceedings/vr/2015/1727/0", "title": "2015 IEEE Virtual Reality (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2014/2871/0/06802075", "title": "Design and evaluation of visual feedback for virtual grasp", "doi": null, "abstractUrl": "/proceedings-article/vr/2014/06802075/12OmNzC5SMj", "parentPublication": { "id": "proceedings/vr/2014/2871/0", "title": "2014 IEEE Virtual Reality (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2018/3365/0/08446317", "title": "Analysis of Proximity-Based Multimodal Feedback for 3D Selection in Immersive Virtual Environments", "doi": null, "abstractUrl": "/proceedings-article/vr/2018/08446317/13bd1sx4Zta", "parentPublication": { "id": "proceedings/vr/2018/3365/0", "title": "2018 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2016/06/07159098", "title": "Design and Evaluation of Visual Interpenetration Cues in Virtual Grasping", "doi": null, "abstractUrl": "/journal/tg/2016/06/07159098/13rRUxBJhvx", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/5555/01/09978915", "title": "Visual Cue Based Corrective Feedback for Motor Skill Training in Mixed Reality: A Survey", "doi": null, "abstractUrl": "/journal/tg/5555/01/09978915/1IXUnNBj0Yw", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/aivr/2022/5725/0/572500a149", "title": "Active Visualization of Visual Cues on Hand for Better User Interface Design Generalization in Mixed Reality", "doi": null, "abstractUrl": "/proceedings-article/aivr/2022/572500a149/1KmFaKoZWhy", "parentPublication": { "id": "proceedings/aivr/2022/5725/0", "title": "2022 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2019/1377/0/08797814", "title": "Matching vs. Non-Matching Visuals and Shape for Embodied Virtual Healthcare Agents", "doi": null, "abstractUrl": "/proceedings-article/vr/2019/08797814/1cJ0YoXKa2s", "parentPublication": { "id": "proceedings/vr/2019/1377/0", "title": "2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2020/5608/0/09089499", "title": "Precise and realistic grasping and manipulation in Virtual Reality without force feedback", "doi": null, "abstractUrl": "/proceedings-article/vr/2020/09089499/1jIx82saxUY", "parentPublication": { "id": "proceedings/vr/2020/5608/0", "title": "2020 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vrw/2020/6532/0/09090613", "title": "Augmenting Physics Education with Haptic and Visual Feedback", "doi": null, "abstractUrl": "/proceedings-article/vrw/2020/09090613/1jIxjCgjjwc", "parentPublication": { "id": "proceedings/vrw/2020/6532/0", "title": "2020 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icicas/2020/9085/0/908500a395", "title": "Usability study of auditory feedback and visual feedback in an immersive virtual assembly system", "doi": null, "abstractUrl": "/proceedings-article/icicas/2020/908500a395/1sZ2XIcgSf6", "parentPublication": { "id": "proceedings/icicas/2020/9085/0", "title": "2020 International Conference on Intelligent Computing, Automation and Systems (ICICAS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNyfdOIW", "title": "2012 IEEE Symposium on 3D User Interfaces (3DUI)", "acronym": "3dui", "groupId": "1001623", "volume": "0", "displayVolume": "0", "year": "2012", "__typename": "ProceedingType" }, "article": { "id": "12OmNvA1hj6", "doi": "10.1109/3DUI.2012.6184182", "title": "Visual interpenetration tradeoffs in whole-hand virtual grasping", "normalizedTitle": "Visual interpenetration tradeoffs in whole-hand virtual grasping", "abstract": "We present the first experiment on tradeoffs involving visual interpenetration in whole-hand virtual grasping, with new findings that contrast prior interpenetration research and provide a stronger understanding of user behavior and beliefs. Most notably, preventing interpenetration reduced performance by increasing real hand closure and reducing release precision. Nonetheless, most users subjectively prefer interpenetration to be prevented and even expect this to perform better. Although reduced closure and true representation of real hand pose might help users anticipate a grasp release moment more precisely, most subjects believed release moment was better anticipated with virtual fingers constrained to object surfaces. Finally, we suggest how grasping techniques can resolve the tradeoffs.", "abstracts": [ { "abstractType": "Regular", "content": "We present the first experiment on tradeoffs involving visual interpenetration in whole-hand virtual grasping, with new findings that contrast prior interpenetration research and provide a stronger understanding of user behavior and beliefs. Most notably, preventing interpenetration reduced performance by increasing real hand closure and reducing release precision. Nonetheless, most users subjectively prefer interpenetration to be prevented and even expect this to perform better. Although reduced closure and true representation of real hand pose might help users anticipate a grasp release moment more precisely, most subjects believed release moment was better anticipated with virtual fingers constrained to object surfaces. Finally, we suggest how grasping techniques can resolve the tradeoffs.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "We present the first experiment on tradeoffs involving visual interpenetration in whole-hand virtual grasping, with new findings that contrast prior interpenetration research and provide a stronger understanding of user behavior and beliefs. Most notably, preventing interpenetration reduced performance by increasing real hand closure and reducing release precision. Nonetheless, most users subjectively prefer interpenetration to be prevented and even expect this to perform better. Although reduced closure and true representation of real hand pose might help users anticipate a grasp release moment more precisely, most subjects believed release moment was better anticipated with virtual fingers constrained to object surfaces. Finally, we suggest how grasping techniques can resolve the tradeoffs.", "fno": "06184182", "keywords": [ "Visualization", "Thumb", "Grasping", "Shape", "Virtual Reality", "Software", "Visual Interpenetration", "Virtual Grasping" ], "authors": [ { "affiliation": "Univ. of Louisiana at Lafayette, Lafayette, LA, USA", "fullName": "M. Prachyabrued", "givenName": "M.", "surname": "Prachyabrued", "__typename": "ArticleAuthorType" }, { "affiliation": "Univ. of Louisiana at Lafayette, Lafayette, LA, USA", "fullName": "C. W. Borst", "givenName": "C. W.", "surname": "Borst", "__typename": "ArticleAuthorType" } ], "idPrefix": "3dui", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2012-03-01T00:00:00", "pubType": "proceedings", "pages": "39-42", "year": "2012", "issn": null, "isbn": "978-1-4673-1204-2", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "06184181", "articleId": "12OmNBqv2ar", "__typename": "AdjacentArticleType" }, "next": { "fno": "06184183", "articleId": "12OmNyPQ4Qp", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/3dui/2013/6097/0/06550190", "title": "Effects and optimization of visual-proprioceptive discrepancy reduction for virtual grasping", "doi": null, "abstractUrl": "/proceedings-article/3dui/2013/06550190/12OmNAOsMLo", "parentPublication": { "id": "proceedings/3dui/2013/6097/0", "title": "2013 IEEE Symposium on 3D User Interfaces (3DUI)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2013/4795/0/06549355", "title": "Nonuniform and adaptive coupling stiffness for virtual grasping", "doi": null, "abstractUrl": "/proceedings-article/vr/2013/06549355/12OmNB836F9", "parentPublication": { "id": "proceedings/vr/2013/4795/0", "title": "2013 IEEE Virtual Reality (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/mcsi/2016/0973/0/0973a072", "title": "Under-Actuated Finger Driven by Un-extendible Tendons Grasping Tests by WM 2D™", "doi": null, "abstractUrl": "/proceedings-article/mcsi/2016/0973a072/12OmNro0I8J", "parentPublication": { "id": "proceedings/mcsi/2016/0973/0", "title": "2016 Third International Conference on Mathematics and Computers in Sciences and in Industry (MCSI)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2005/8929/0/01492758", "title": "Realistic virtual grasping", "doi": null, "abstractUrl": "/proceedings-article/vr/2005/01492758/12OmNyfdOSU", "parentPublication": { "id": "proceedings/vr/2005/8929/0", "title": "IEEE Virtual Reality 2005", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/case/2012/0430/0/06386435", "title": "Kinematics of the Robomec robot hand with planar and spherical four bar linkages for power grasping", "doi": null, "abstractUrl": "/proceedings-article/case/2012/06386435/12OmNyugyWn", "parentPublication": { "id": "proceedings/case/2012/0430/0", "title": "2012 IEEE International Conference on Automation Science and Engineering (CASE 2012)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2016/06/07159098", "title": "Design and Evaluation of Visual Interpenetration Cues in Virtual Grasping", "doi": null, "abstractUrl": "/journal/tg/2016/06/07159098/13rRUxBJhvx", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/th/2014/03/06822601", "title": "Analysis of Human Grasping Behavior: Object Characteristics and Grasp Type", "doi": null, "abstractUrl": "/journal/th/2014/03/06822601/13rRUxBrGhb", "parentPublication": { "id": "trans/th", "title": "IEEE Transactions on Haptics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2019/1377/0/08798155", "title": "Grasping objects in immersive Virtual Reality", "doi": null, "abstractUrl": "/proceedings-article/vr/2019/08798155/1cJ0SxJIrrW", "parentPublication": { "id": "proceedings/vr/2019/1377/0", "title": "2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2020/5608/0/09089499", "title": "Precise and realistic grasping and manipulation in Virtual Reality without force feedback", "doi": null, "abstractUrl": "/proceedings-article/vr/2020/09089499/1jIx82saxUY", "parentPublication": { "id": "proceedings/vr/2020/5608/0", "title": "2020 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2021/1838/0/255600a749", "title": "Freehand Grasping: An Analysis of Grasping for Docking Tasks in Virtual Reality", "doi": null, "abstractUrl": "/proceedings-article/vr/2021/255600a749/1tuAgrCerNC", "parentPublication": { "id": "proceedings/vr/2021/1838/0", "title": "2021 IEEE Virtual Reality and 3D User Interfaces (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNx5YvrG", "title": "IEEE Virtual Reality 2005", "acronym": "vr", "groupId": "1000791", "volume": "0", "displayVolume": "0", "year": "2005", "__typename": "ProceedingType" }, "article": { "id": "12OmNyfdOSU", "doi": "10.1109/VR.2005.1492758", "title": "Realistic virtual grasping", "normalizedTitle": "Realistic virtual grasping", "abstract": "We present a physically-based approach to grasping and manipulation of virtual objects that produces visually realistic results, addresses the problem of visual interpenetration of hand and object models, and performs force rendering for force-feedback gloves in a single framework. Our approach couples tracked hand configuration to a simulation-controlled articulated hand model using a system of linear and torsional spring-dampers. We discuss an implementation of our approach that uses a widely-available simulation tool for collision detection and response. We illustrate the resulting behavior of the virtual hand model and of grasped objects, and we show that the simulation rate is sufficient for control of current force-feedback glove designs. We also present a prototype of a system we are developing to support natural whole-hand interactions in a desktop-sized workspace.", "abstracts": [ { "abstractType": "Regular", "content": "We present a physically-based approach to grasping and manipulation of virtual objects that produces visually realistic results, addresses the problem of visual interpenetration of hand and object models, and performs force rendering for force-feedback gloves in a single framework. Our approach couples tracked hand configuration to a simulation-controlled articulated hand model using a system of linear and torsional spring-dampers. We discuss an implementation of our approach that uses a widely-available simulation tool for collision detection and response. We illustrate the resulting behavior of the virtual hand model and of grasped objects, and we show that the simulation rate is sufficient for control of current force-feedback glove designs. We also present a prototype of a system we are developing to support natural whole-hand interactions in a desktop-sized workspace.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "We present a physically-based approach to grasping and manipulation of virtual objects that produces visually realistic results, addresses the problem of visual interpenetration of hand and object models, and performs force rendering for force-feedback gloves in a single framework. Our approach couples tracked hand configuration to a simulation-controlled articulated hand model using a system of linear and torsional spring-dampers. We discuss an implementation of our approach that uses a widely-available simulation tool for collision detection and response. We illustrate the resulting behavior of the virtual hand model and of grasped objects, and we show that the simulation rate is sufficient for control of current force-feedback glove designs. We also present a prototype of a system we are developing to support natural whole-hand interactions in a desktop-sized workspace.", "fno": "01492758", "keywords": [ "Virtual Reality", "Data Gloves", "Human Computer Interaction", "Force Feedback", "Solid Modelling", "Rendering Computer Graphics", "Realistic Virtual Grasping", "Virtual Object Manipulation", "Visual Interpenetration", "Object Model", "Force Rendering", "Force Feedback Gloves", "Hand Configuration Tracking", "Simulation Controlled Articulated Hand Model", "Linear Spring Dampers", "Torsional Spring Dampers", "Collision Detection", "Virtual Hand Model", "Physically Based Interaction", "Data Glove", "Desktop Virtual Reality", "3 D Interaction", "Grasping", "Force Control", "Physics Computing", "Computer Graphics", "Virtual Environment", "Haptic Interfaces", "Force Feedback", "Computational Modeling", "Prototypes", "Chromium" ], "authors": [ { "affiliation": "Center for Adv. Comput. Studies, Louisiana Univ., Lafayette, LA, USA", "fullName": "C.W. Borst", "givenName": "C.W.", "surname": "Borst", "__typename": "ArticleAuthorType" }, { "affiliation": "Center for Adv. Comput. Studies, Louisiana Univ., Lafayette, LA, USA", "fullName": "A.P. Indugula", "givenName": "A.P.", "surname": "Indugula", "__typename": "ArticleAuthorType" } ], "idPrefix": "vr", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2005-01-01T00:00:00", "pubType": "proceedings", "pages": "91,92,93,94,95,96,97,98", "year": "2005", "issn": "1087-8270", "isbn": "0-7803-8929-8", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "01492757", "articleId": "12OmNzIUfOp", "__typename": "AdjacentArticleType" }, "next": { "fno": "01492759", "articleId": "12OmNqHItGo", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/vrais/1995/7084/0/70840198", "title": "Integration of the Rutgers Master II in a virtual reality simulation", "doi": null, "abstractUrl": "/proceedings-article/vrais/1995/70840198/12OmNAFWON8", "parentPublication": { "id": "proceedings/vrais/1995/7084/0", "title": "Virtual Reality Annual International Symposium", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cw/2011/4467/0/4467a113", "title": "Haptic Rendering of Virtual Hand Moving Objects", "doi": null, "abstractUrl": "/proceedings-article/cw/2011/4467a113/12OmNAoUTe1", "parentPublication": { "id": "proceedings/cw/2011/4467/0", "title": "2011 International Conference on Cyberworlds", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2013/4795/0/06549355", "title": "Nonuniform and adaptive coupling stiffness for virtual grasping", "doi": null, "abstractUrl": "/proceedings-article/vr/2013/06549355/12OmNB836F9", "parentPublication": { "id": "proceedings/vr/2013/4795/0", "title": "2013 IEEE Virtual Reality (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/3dui/2012/1204/0/06184182", "title": "Visual interpenetration tradeoffs in whole-hand virtual grasping", "doi": null, "abstractUrl": "/proceedings-article/3dui/2012/06184182/12OmNvA1hj6", "parentPublication": { "id": "proceedings/3dui/2012/1204/0", "title": "2012 IEEE Symposium on 3D User Interfaces (3DUI)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/robot/1989/1938/0/00100004", "title": "Grasping polyhedral objects with slip", "doi": null, "abstractUrl": "/proceedings-article/robot/1989/00100004/12OmNvkpliD", "parentPublication": { "id": "proceedings/robot/1989/1938/0", "title": "1989 IEEE International Conference on Robotics and Automation", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icvrv/2011/4602/0/4602a271", "title": "Haptic Rendering of Virtual Hand with Force Smoothing", "doi": null, "abstractUrl": "/proceedings-article/icvrv/2011/4602a271/12OmNx3q6XD", "parentPublication": { "id": "proceedings/icvrv/2011/4602/0", "title": "2011 International Conference on Virtual Reality and Visualization", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2005/8929/0/01492747", "title": "The hand is slower than the eye: a quantitative exploration of visual dominance over proprioception", "doi": null, "abstractUrl": "/proceedings-article/vr/2005/01492747/12OmNzVXNSg", "parentPublication": { "id": "proceedings/vr/2005/8929/0", "title": "IEEE Virtual Reality 2005", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2016/06/07159098", "title": "Design and Evaluation of Visual Interpenetration Cues in Virtual Grasping", "doi": null, "abstractUrl": "/journal/tg/2016/06/07159098/13rRUxBJhvx", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vrw/2022/8402/0/840200a778", "title": "A Skin Pressure-type Grasping Device to Reproduce Impulse Force for Virtual Ball Games", "doi": null, "abstractUrl": "/proceedings-article/vrw/2022/840200a778/1CJd0e2j2jm", "parentPublication": { "id": "proceedings/vrw/2022/8402/0", "title": "2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2020/5608/0/09089499", "title": "Precise and realistic grasping and manipulation in Virtual Reality without force feedback", "doi": null, "abstractUrl": "/proceedings-article/vr/2020/09089499/1jIx82saxUY", "parentPublication": { "id": "proceedings/vr/2020/5608/0", "title": "2020 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNx5YvrG", "title": "IEEE Virtual Reality 2005", "acronym": "vr", "groupId": "1000791", "volume": "0", "displayVolume": "0", "year": "2005", "__typename": "ProceedingType" }, "article": { "id": "12OmNzVXNSg", "doi": "10.1109/VR.2005.1492747", "title": "The hand is slower than the eye: a quantitative exploration of visual dominance over proprioception", "normalizedTitle": "The hand is slower than the eye: a quantitative exploration of visual dominance over proprioception", "abstract": "Without force feedback, a head-mounted display user's avatar may penetrate virtual objects. Some virtual environment designers prevent visual interpenetration, making the assumption that prevention improves user experience. However, preventing visual avatar interpenetration causes discrepancy between visual and proprioceptive cues. We investigated users' detection thresholds for visual interpenetration (the depth at which they see that two objects have interpenetrated) and sensory discrepancy (the displacement at which they notice mismatched visual and proprioceptive cues). We found that users are much less sensitive to visual-proprioceptive conflict than they are to visual interpenetration. We present our plan for using this result to create a better technique for dealing with virtual object penetration.", "abstracts": [ { "abstractType": "Regular", "content": "Without force feedback, a head-mounted display user's avatar may penetrate virtual objects. Some virtual environment designers prevent visual interpenetration, making the assumption that prevention improves user experience. However, preventing visual avatar interpenetration causes discrepancy between visual and proprioceptive cues. We investigated users' detection thresholds for visual interpenetration (the depth at which they see that two objects have interpenetrated) and sensory discrepancy (the displacement at which they notice mismatched visual and proprioceptive cues). We found that users are much less sensitive to visual-proprioceptive conflict than they are to visual interpenetration. We present our plan for using this result to create a better technique for dealing with virtual object penetration.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Without force feedback, a head-mounted display user's avatar may penetrate virtual objects. Some virtual environment designers prevent visual interpenetration, making the assumption that prevention improves user experience. However, preventing visual avatar interpenetration causes discrepancy between visual and proprioceptive cues. We investigated users' detection thresholds for visual interpenetration (the depth at which they see that two objects have interpenetrated) and sensory discrepancy (the displacement at which they notice mismatched visual and proprioceptive cues). We found that users are much less sensitive to visual-proprioceptive conflict than they are to visual interpenetration. We present our plan for using this result to create a better technique for dealing with virtual object penetration.", "fno": "01492747", "keywords": [ "Helmet Mounted Displays", "Avatars", "Visual Perception", "User Interfaces", "Force Feedback", "Visual Dominance", "Proprioception", "Force Feedback", "Head Mounted Display", "Virtual Objects", "Virtual Environment", "Visual Interpenetration", "User Experience", "Visual Avatar Interpenetration", "Visual Cues", "Proprioceptive Cues", "Sensory Discrepancy", "Virtual Object Penetration", "Detection Thresholds", "Visual Perception", "Avatars", "Force Feedback", "Displays", "Virtual Environment", "Computer Graphics", "Layout", "Virtual Reality", "Object Detection", "Chromium", "User Interfaces" ], "authors": [ { "affiliation": "North Carolina Univ., Chapel Hill, NC, USA", "fullName": "E. Burns", "givenName": "E.", "surname": "Burns", "__typename": "ArticleAuthorType" }, { "affiliation": "North Carolina Univ., Chapel Hill, NC, USA", "fullName": "S. Razzaque", "givenName": "S.", "surname": "Razzaque", "__typename": "ArticleAuthorType" }, { "affiliation": "North Carolina Univ., Chapel Hill, NC, USA", "fullName": "A.T. Panter", "givenName": "A.T.", "surname": "Panter", "__typename": "ArticleAuthorType" }, { "affiliation": "North Carolina Univ., Chapel Hill, NC, USA", "fullName": "M.C. Whitton", "givenName": "M.C.", "surname": "Whitton", "__typename": "ArticleAuthorType" }, { "affiliation": "North Carolina Univ., Chapel Hill, NC, USA", "fullName": "M.R. McCallus", "givenName": "M.R.", "surname": "McCallus", "__typename": "ArticleAuthorType" }, { "affiliation": "North Carolina Univ., Chapel Hill, NC, USA", "fullName": "F.P. Brooks", "givenName": "F.P.", "surname": "Brooks", "__typename": "ArticleAuthorType" } ], "idPrefix": "vr", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2005-01-01T00:00:00", "pubType": "proceedings", "pages": "3,4,5,6,7,8,9,10", "year": "2005", "issn": "1087-8270", "isbn": "0-7803-8929-8", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "01492743", "articleId": "12OmNzayNdr", "__typename": "AdjacentArticleType" }, "next": { "fno": "01492748", "articleId": "12OmNzZmZwi", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/vr/2015/1727/0/07223378", "title": "Influence of avatar realism on stressful situation in VR", "doi": null, "abstractUrl": "/proceedings-article/vr/2015/07223378/12OmNBdruc4", "parentPublication": { "id": "proceedings/vr/2015/1727/0", "title": "2015 IEEE Virtual Reality (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2008/1971/0/04480759", "title": "High-Fidelity Avatar Eye-Representation", "doi": null, "abstractUrl": "/proceedings-article/vr/2008/04480759/12OmNrJAdQR", "parentPublication": { "id": "proceedings/vr/2008/1971/0", "title": "IEEE Virtual Reality 2008", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2017/6647/0/07892241", "title": "Prism aftereffects for throwing with a self-avatar in an immersive virtual environment", "doi": null, "abstractUrl": "/proceedings-article/vr/2017/07892241/12OmNxy4N0w", "parentPublication": { "id": "proceedings/vr/2017/6647/0", "title": "2017 IEEE Virtual Reality (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2005/8929/0/01492758", "title": "Realistic virtual grasping", "doi": null, "abstractUrl": "/proceedings-article/vr/2005/01492758/12OmNyfdOSU", "parentPublication": { "id": "proceedings/vr/2005/8929/0", "title": "IEEE Virtual Reality 2005", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2018/3365/0/08446539", "title": "Investigating the Effects of Anthropomorphic Fidelity of Self-Avatars on Near Field Depth Perception in Immersive Virtual Environments", "doi": null, "abstractUrl": "/proceedings-article/vr/2018/08446539/13bd1h03qOe", "parentPublication": { "id": "proceedings/vr/2018/3365/0", "title": "2018 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2014/04/ttg201404654", "title": "Toward \"Pseudo-Haptic Avatars\": Modifying the Visual Animation of Self-Avatar Can Simulate the Perception of Weight Lifting", "doi": null, "abstractUrl": "/journal/tg/2014/04/ttg201404654/13rRUyft7D4", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ds-rt/2008/3425/0/04700111", "title": "Communicating Eye Gaze across a Distance without Rooting Participants to the Spot", "doi": null, "abstractUrl": "/proceedings-article/ds-rt/2008/04700111/17D45XtvpaL", "parentPublication": { "id": "proceedings/ds-rt/2008/3425/0", "title": "Distributed Simulation and Real Time Applications, IEEE/ACM International Symposium on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ismar-adjunct/2022/5365/0/536500a613", "title": "Evaluating Modifying Teacher Avatar Clip Sequencing Based on Eye-Tracked Visual Attention in Educational VR", "doi": null, "abstractUrl": "/proceedings-article/ismar-adjunct/2022/536500a613/1J7WepoS2w8", "parentPublication": { "id": "proceedings/ismar-adjunct/2022/5365/0", "title": "2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2021/07/08952604", "title": "Effect of Avatar Appearance on Detection Thresholds for Remapped Hand Movements", "doi": null, "abstractUrl": "/journal/tg/2021/07/08952604/1gqqhpSZ19S", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2022/12/09440766", "title": "Did I Hit the Door? 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{ "proceeding": { "id": "1cI6akLvAuQ", "title": "2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)", "acronym": "vr", "groupId": "1000791", "volume": "0", "displayVolume": "0", "year": "2019", "__typename": "ProceedingType" }, "article": { "id": "1cJ0SxJIrrW", "doi": "10.1109/VR.2019.8798155", "title": "Grasping objects in immersive Virtual Reality", "normalizedTitle": "Grasping objects in immersive Virtual Reality", "abstract": "Grasping is one of the fundamental actions we perform to interact with objects in real environments, and in the real world we rarely experience difficulty picking up objects. Grasping plays a fundamental role for interactive virtual reality (VR) systems that are increasingly employed not only for recreational purposes, but also for training in industrial contexts, in medical tasks, and for rehabilitation protocols. To ensure the effectiveness of such VR applications, we must understand whether the same grasping behaviors and strategies employed in the real world are adopted when interacting with objects in VR. To this aim, we replicated in VR an experimental paradigm employed to investigate grasping behavior in the real world. We tracked participants' forefinger and thumb as they picked up, in a VR environment, unfamiliar objects presented at different orientations, and exhibiting the same physics behavior of their real counterparts. We compared grasping behavior within and across participants, in VR and in the corresponding real world situation. Our findings highlight the similarities and differences in grasping behavior in real and virtual environments.", "abstracts": [ { "abstractType": "Regular", "content": "Grasping is one of the fundamental actions we perform to interact with objects in real environments, and in the real world we rarely experience difficulty picking up objects. Grasping plays a fundamental role for interactive virtual reality (VR) systems that are increasingly employed not only for recreational purposes, but also for training in industrial contexts, in medical tasks, and for rehabilitation protocols. To ensure the effectiveness of such VR applications, we must understand whether the same grasping behaviors and strategies employed in the real world are adopted when interacting with objects in VR. To this aim, we replicated in VR an experimental paradigm employed to investigate grasping behavior in the real world. We tracked participants' forefinger and thumb as they picked up, in a VR environment, unfamiliar objects presented at different orientations, and exhibiting the same physics behavior of their real counterparts. We compared grasping behavior within and across participants, in VR and in the corresponding real world situation. Our findings highlight the similarities and differences in grasping behavior in real and virtual environments.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Grasping is one of the fundamental actions we perform to interact with objects in real environments, and in the real world we rarely experience difficulty picking up objects. Grasping plays a fundamental role for interactive virtual reality (VR) systems that are increasingly employed not only for recreational purposes, but also for training in industrial contexts, in medical tasks, and for rehabilitation protocols. To ensure the effectiveness of such VR applications, we must understand whether the same grasping behaviors and strategies employed in the real world are adopted when interacting with objects in VR. To this aim, we replicated in VR an experimental paradigm employed to investigate grasping behavior in the real world. We tracked participants' forefinger and thumb as they picked up, in a VR environment, unfamiliar objects presented at different orientations, and exhibiting the same physics behavior of their real counterparts. We compared grasping behavior within and across participants, in VR and in the corresponding real world situation. Our findings highlight the similarities and differences in grasping behavior in real and virtual environments.", "fno": "08798155", "keywords": [ "Object Tracking", "Virtual Reality", "VR Environment", "Unfamiliar Objects", "Grasping Behavior", "Virtual Environments", "Grasping Objects", "Immersive Virtual Reality", "Fundamental Actions", "Interactive Virtual Reality Systems", "VR Applications", "Forefinger", "Thumb", "Grasping", "Three Dimensional Displays", "Tracking", "Task Analysis", "Thumb", "Virtual Environments", "Human Centered Computing", "Human Computer Interaction HCI", "Interaction Paradigms", "Virtual Reality", "Computing Methodologies", "Computer Graphics", "Graphics Systems And Interfaces" ], "authors": [ { "affiliation": "University of Genoa, Italy", "fullName": "Manuela Chessa", "givenName": "Manuela", "surname": "Chessa", "__typename": "ArticleAuthorType" }, { "affiliation": "Justus Liebig University, Giessen, Germany", "fullName": "Guido Maiello", "givenName": "Guido", "surname": "Maiello", "__typename": "ArticleAuthorType" }, { "affiliation": "Justus Liebig University, Giessen, Germany", "fullName": "Lina K Klein", "givenName": "Lina K", "surname": "Klein", "__typename": "ArticleAuthorType" }, { "affiliation": "Justus Liebig University, Giessen, Germany", "fullName": "Vivian C Paulun", "givenName": "Vivian C", "surname": "Paulun", "__typename": "ArticleAuthorType" }, { "affiliation": "University of Genoa, Italy", "fullName": "Fabio Solari", "givenName": "Fabio", "surname": "Solari", "__typename": "ArticleAuthorType" } ], "idPrefix": "vr", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2019-03-01T00:00:00", "pubType": "proceedings", "pages": "1749-1754", "year": "2019", "issn": null, "isbn": "978-1-7281-1377-7", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "08797718", "articleId": "1cJ0Lqfe0gw", "__typename": "AdjacentArticleType" }, "next": { "fno": "08798140", "articleId": "1cJ0IRtd7l6", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/3dui/2012/1204/0/06184182", "title": "Visual interpenetration tradeoffs in whole-hand virtual grasping", "doi": null, "abstractUrl": "/proceedings-article/3dui/2012/06184182/12OmNvA1hj6", "parentPublication": { "id": "proceedings/3dui/2012/1204/0", "title": "2012 IEEE Symposium on 3D User Interfaces (3DUI)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2016/0836/0/07504686", "title": "A lightweight electrotactile feedback device for grasp improvement in immersive virtual environments", "doi": null, "abstractUrl": "/proceedings-article/vr/2016/07504686/12OmNyqzLXv", "parentPublication": { "id": "proceedings/vr/2016/0836/0", "title": "2016 IEEE Virtual Reality (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2018/3365/0/08446538", "title": "A Realtime Virtual Grasping System for Manipulating Complex Objects", "doi": null, "abstractUrl": "/proceedings-article/vr/2018/08446538/13bd1gzWkQa", "parentPublication": { "id": "proceedings/vr/2018/3365/0", "title": "2018 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/th/2014/04/06822621", "title": "Analysis of Human Grasping Behavior: Correlating Tasks, Objects and Grasps", "doi": null, "abstractUrl": "/journal/th/2014/04/06822621/13rRUx0geA2", "parentPublication": { "id": "trans/th", "title": "IEEE Transactions on Haptics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2016/06/07159098", "title": "Design and Evaluation of Visual Interpenetration Cues in Virtual Grasping", "doi": null, "abstractUrl": "/journal/tg/2016/06/07159098/13rRUxBJhvx", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/th/2014/03/06822601", "title": "Analysis of Human Grasping Behavior: Object Characteristics and Grasp Type", "doi": null, "abstractUrl": "/journal/th/2014/03/06822601/13rRUxBrGhb", "parentPublication": { "id": "trans/th", "title": "IEEE Transactions on Haptics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/bigcomp/2019/7789/0/08679400", "title": "Force Arrow 2: A Novel Pseudo-Haptic Interface for Weight Perception in Lifting Virtual Objects", "doi": null, "abstractUrl": "/proceedings-article/bigcomp/2019/08679400/18XkloCZdW8", "parentPublication": { "id": "proceedings/bigcomp/2019/7789/0", "title": "2019 IEEE International Conference on Big Data and Smart Computing (BigComp)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2020/5608/0/09089499", "title": "Precise and realistic grasping and manipulation in Virtual Reality without force feedback", "doi": null, "abstractUrl": "/proceedings-article/vr/2020/09089499/1jIx82saxUY", "parentPublication": { "id": "proceedings/vr/2020/5608/0", "title": "2020 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2021/1838/0/255600a749", "title": "Freehand Grasping: An Analysis of Grasping for Docking Tasks in Virtual Reality", "doi": null, "abstractUrl": "/proceedings-article/vr/2021/255600a749/1tuAgrCerNC", "parentPublication": { "id": "proceedings/vr/2021/1838/0", "title": "2021 IEEE Virtual Reality and 3D User Interfaces (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ismar-adjunct/2021/1298/0/129800a391", "title": "A Grasp on Reality: Understanding Grasping Patterns for Object Interaction in Real and Virtual Environments", "doi": null, "abstractUrl": "/proceedings-article/ismar-adjunct/2021/129800a391/1yeQOxGvsPK", "parentPublication": { "id": "proceedings/ismar-adjunct/2021/1298/0", "title": "2021 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "1e5ZpIoqcVi", "title": "2019 11th International Conference on Virtual Worlds and Games for Serious Applications (VS-Games)", "acronym": "vs-games", "groupId": "1002788", "volume": "0", "displayVolume": "0", "year": "2019", "__typename": "ProceedingType" }, "article": { "id": "1e5Zr5NHaqQ", "doi": "10.1109/VS-Games.2019.8864596", "title": "Virtual Object Grasping in Augmented Reality: Drop Shadows for Improved Interaction", "normalizedTitle": "Virtual Object Grasping in Augmented Reality: Drop Shadows for Improved Interaction", "abstract": "This paper presents the use of rendered visual cues as drop shadows and their impact on overall usability and accuracy of grasping interactions for Augmented Reality (AR). We report on two conditions; grasping with drop shadows and without drop shadows and analyse a total of 910 grasps. We report on the accuracy of Grasp Aperture (GAp), Grasp Displacement (GDisp), completion time and usability metrics from 30 participants. A comprehensive statistical analysis of the results is presented giving comparisons of the inclusion of drop shadows in AR grasping. Findings showed that the use of drop shadows increases usability of AR grasping while significantly decreasing task completion time. Furthermore drop shadows also significantly improve user's depth estimation of AR object position. However, this study also shows that using drop shadows does not improve user's object size estimation, which remains as a problematic element in grasping AR interaction literature.", "abstracts": [ { "abstractType": "Regular", "content": "This paper presents the use of rendered visual cues as drop shadows and their impact on overall usability and accuracy of grasping interactions for Augmented Reality (AR). We report on two conditions; grasping with drop shadows and without drop shadows and analyse a total of 910 grasps. We report on the accuracy of Grasp Aperture (GAp), Grasp Displacement (GDisp), completion time and usability metrics from 30 participants. A comprehensive statistical analysis of the results is presented giving comparisons of the inclusion of drop shadows in AR grasping. Findings showed that the use of drop shadows increases usability of AR grasping while significantly decreasing task completion time. Furthermore drop shadows also significantly improve user's depth estimation of AR object position. However, this study also shows that using drop shadows does not improve user's object size estimation, which remains as a problematic element in grasping AR interaction literature.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "This paper presents the use of rendered visual cues as drop shadows and their impact on overall usability and accuracy of grasping interactions for Augmented Reality (AR). We report on two conditions; grasping with drop shadows and without drop shadows and analyse a total of 910 grasps. We report on the accuracy of Grasp Aperture (GAp), Grasp Displacement (GDisp), completion time and usability metrics from 30 participants. A comprehensive statistical analysis of the results is presented giving comparisons of the inclusion of drop shadows in AR grasping. Findings showed that the use of drop shadows increases usability of AR grasping while significantly decreasing task completion time. Furthermore drop shadows also significantly improve user's depth estimation of AR object position. However, this study also shows that using drop shadows does not improve user's object size estimation, which remains as a problematic element in grasping AR interaction literature.", "fno": "08864596", "keywords": [ "Augmented Reality", "Haptic Interfaces", "Human Computer Interaction", "Rendering Computer Graphics", "Statistical Analysis", "User Interfaces", "Virtual Object Grasping", "Drop Shadows", "AR Grasping", "Augmented Reality", "Improved Interaction", "Grasp Aperture", "G Ap", "Grasp Displacement", "G Disp", "Usability Metrics", "Statistical Analysi", "AR Object Position", "Object Size Estimation", "AR Interaction Literature", "Grasping", "Usability", "Visualization", "Task Analysis", "Games", "Training", "Apertures", "Augmented Reality", "Interaction", "HCI", "Usability", "Serious Games" ], "authors": [ { "affiliation": "Aston Business School, Aston University, Birmingham, United Kingdom", "fullName": "Maadh Al-Kalbani", "givenName": "Maadh", "surname": "Al-Kalbani", "__typename": "ArticleAuthorType" }, { "affiliation": "DMT Lab, Birmingham City University, Birmingham, United Kingdom", "fullName": "Maite Frutos-Pascual", "givenName": "Maite", "surname": "Frutos-Pascual", "__typename": "ArticleAuthorType" }, { "affiliation": "DMT Lab, Birmingham City University, Birmingham, United Kingdom", "fullName": "Ian Williams", "givenName": "Ian", "surname": "Williams", "__typename": "ArticleAuthorType" } ], "idPrefix": "vs-games", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2019-09-01T00:00:00", "pubType": "proceedings", "pages": "1-8", "year": "2019", "issn": null, "isbn": "978-1-7281-4540-2", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "08864523", "articleId": "1e5ZtHuwxdm", "__typename": "AdjacentArticleType" }, "next": { "fno": "08864522", "articleId": "1e5ZrdQ8MQ8", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/vr/2016/0836/0/07504725", "title": "Casting shadows: Ecological interface design for augmented reality pedestrian collision warning", "doi": null, "abstractUrl": "/proceedings-article/vr/2016/07504725/12OmNC8uRtR", "parentPublication": { "id": "proceedings/vr/2016/0836/0", "title": "2016 IEEE Virtual Reality (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ismar/2016/3641/0/3641a084", "title": "Analysis of Medium Wrap Freehand Virtual Object Grasping in Exocentric Mixed Reality", "doi": null, "abstractUrl": "/proceedings-article/ismar/2016/3641a084/12OmNCfSqMX", "parentPublication": { "id": "proceedings/ismar/2016/3641/0", "title": "2016 IEEE International Symposium on Mixed and Augmented Reality (ISMAR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ismar-adjunct/2017/6327/0/6327a192", 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(ISMAR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ismar-adjunct/2021/1298/0/129800a391", "title": "A Grasp on Reality: Understanding Grasping Patterns for Object Interaction in Real and Virtual Environments", "doi": null, "abstractUrl": "/proceedings-article/ismar-adjunct/2021/129800a391/1yeQOxGvsPK", "parentPublication": { "id": "proceedings/ismar-adjunct/2021/1298/0", "title": "2021 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": null, "article": { "id": "12OmNCcKQet", "doi": "10.1109/3DV.2014.47", "title": "Semantic Parametric Reshaping of Human Body Models", "normalizedTitle": "Semantic Parametric Reshaping of Human Body Models", "abstract": "We develop a novel approach to generate human body models in a variety of shapes and poses via tuning semantic parameters. Our approach is investigated with datasets of up to 3000 scanned body models which have been placed in point to point correspondence. Correspondence is established by nonrigid deformation of a template mesh. The large dataset allows a local model to be learned robustly, in which individual parts of the human body can be accurately reshaped according to semantic parameters. We evaluate performance on two datasets and find that our model outperforms existing methods.", "abstracts": [ { "abstractType": "Regular", "content": "We develop a novel approach to generate human body models in a variety of shapes and poses via tuning semantic parameters. Our approach is investigated with datasets of up to 3000 scanned body models which have been placed in point to point correspondence. Correspondence is established by nonrigid deformation of a template mesh. The large dataset allows a local model to be learned robustly, in which individual parts of the human body can be accurately reshaped according to semantic parameters. We evaluate performance on two datasets and find that our model outperforms existing methods.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "We develop a novel approach to generate human body models in a variety of shapes and poses via tuning semantic parameters. Our approach is investigated with datasets of up to 3000 scanned body models which have been placed in point to point correspondence. Correspondence is established by nonrigid deformation of a template mesh. The large dataset allows a local model to be learned robustly, in which individual parts of the human body can be accurately reshaped according to semantic parameters. We evaluate performance on two datasets and find that our model outperforms existing methods.", "fno": "7000b041", "keywords": [ "Shape", "Semantics", "Principal Component Analysis", "Mathematical Model", "Biological System Modeling", "Deformable Models", "Face", "Deformation", "Semantic Parameters", "Local Mapping", "Reshaping" ], "authors": [ { "affiliation": null, "fullName": "Yipin Yang", "givenName": "Yipin", "surname": "Yang", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Yao Yu", "givenName": "Yao", "surname": "Yu", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Yu Zhou", "givenName": "Yu", "surname": "Zhou", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Sidan Du", "givenName": "Sidan", "surname": "Du", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "James Davis", "givenName": "James", "surname": "Davis", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Ruigang Yang", "givenName": "Ruigang", "surname": "Yang", "__typename": "ArticleAuthorType" } ], "idPrefix": "3dv", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2014-12-01T00:00:00", "pubType": "proceedings", "pages": "41-48", "year": "2014", "issn": null, "isbn": "978-1-4799-7000-1", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "7000b033", "articleId": "12OmNAWH9u3", "__typename": "AdjacentArticleType" }, "next": { "fno": "7000b049", "articleId": "12OmNArthdJ", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/nicoint/2017/5332/0/5332a061", "title": "Body-Shape Transfer for Super Deformation of 3D Character Models", "doi": null, "abstractUrl": "/proceedings-article/nicoint/2017/5332a061/12OmNB8TU9V", "parentPublication": { "id": "proceedings/nicoint/2017/5332/0", "title": "2017 Nicograph International (NicoInt)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/visapp/2014/8133/3/07295125", "title": "Human body orientation estimation using a committee based approach", "doi": null, "abstractUrl": "/proceedings-article/visapp/2014/07295125/12OmNvIfDO7", "parentPublication": { "id": "proceedings/visapp/2014/8133/2", "title": "2014 International Conference on Computer Vision Theory and Applications (VISAPP)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icdh/2014/4284/0/4284a406", "title": "Nonuniform Parametric Human Body Based on Model Reuse", "doi": null, "abstractUrl": "/proceedings-article/icdh/2014/4284a406/12OmNxRF72F", "parentPublication": { "id": "proceedings/icdh/2014/4284/0", "title": "2014 5th International Conference on Digital Home (ICDH)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2007/05/v0902", "title": "Calculus of Nonrigid Surfaces for Geometry and Texture Manipulation", "doi": null, "abstractUrl": "/journal/tg/2007/05/v0902/13rRUxbTMyK", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tp/2006/07/i1052", "title": "Recovering 3D Human Body Configurations Using Shape Contexts", "doi": null, "abstractUrl": "/journal/tp/2006/07/i1052/13rRUy2YLZt", "parentPublication": { "id": "trans/tp", "title": "IEEE Transactions on Pattern Analysis & Machine Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2016/11/07364274", "title": "Parametric Human Body Reconstruction Based on Sparse Key Points", "doi": null, "abstractUrl": "/journal/tg/2016/11/07364274/13rRUygBw7d", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icme/2018/1737/0/08486508", "title": "Region Based User-Generated Human Body Scan Registration", "doi": null, "abstractUrl": "/proceedings-article/icme/2018/08486508/14jQfPogtSv", "parentPublication": { "id": "proceedings/icme/2018/1737/0", "title": "2018 IEEE International Conference on Multimedia and Expo (ICME)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/2018/6420/0/642000h574", "title": "Audio to Body Dynamics", "doi": null, "abstractUrl": "/proceedings-article/cvpr/2018/642000h574/17D45Xtvpav", "parentPublication": { "id": "proceedings/cvpr/2018/6420/0", "title": "2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/2022/6946/0/694600h744", "title": "Structure-Aware Flow Generation for Human Body Reshaping", "doi": null, "abstractUrl": "/proceedings-article/cvpr/2022/694600h744/1H1mP9xtjZC", "parentPublication": { "id": "proceedings/cvpr/2022/6946/0", "title": "2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icvrv/2016/5188/0/5188a036", "title": "Human Body Reshaping Based on Images", "doi": null, "abstractUrl": "/proceedings-article/icvrv/2016/5188a036/1fw1QAw1Vle", "parentPublication": { "id": "proceedings/icvrv/2016/5188/0", "title": "2016 International Conference on Virtual Reality and Visualization (ICVRV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNxWcH18", "title": "2014 International Conference on Cyberworlds (CW)", "acronym": "cw", "groupId": "1000175", "volume": "0", "displayVolume": "0", "year": "2014", "__typename": "ProceedingType" }, "article": { "id": "12OmNrAv3LL", "doi": "10.1109/CW.2014.15", "title": "Image-Based Virtual Fitting System with Garment Image Reshaping", "normalizedTitle": "Image-Based Virtual Fitting System with Garment Image Reshaping", "abstract": "We propose an image-based virtual fitting system to reproduce the appearance of fitting during online shopping for garments. Inputs are whole-body images of a fashion model and the customer. We create a garment image by cutting out the garment portion from the image of the fashion model. If the garment images were naïvely superimposed, the fitting result would look strange mainly because the shape of the garment will not match the body shape of the customer. In this paper, we therefore propose a method of reshaping the garment image based on human body shapes of the fashion model and the customer to make the fitting result more realistic. The body shape is automatically estimated from the contours of the human body, and can easily be retouched if necessary. The fitting result is refined further by automatic color correction with reference to the facial regions and a method of retouching parts that protrude from the rear of the garment image. We verified the effectiveness of our system through a user test.", "abstracts": [ { "abstractType": "Regular", "content": "We propose an image-based virtual fitting system to reproduce the appearance of fitting during online shopping for garments. Inputs are whole-body images of a fashion model and the customer. We create a garment image by cutting out the garment portion from the image of the fashion model. If the garment images were naïvely superimposed, the fitting result would look strange mainly because the shape of the garment will not match the body shape of the customer. In this paper, we therefore propose a method of reshaping the garment image based on human body shapes of the fashion model and the customer to make the fitting result more realistic. The body shape is automatically estimated from the contours of the human body, and can easily be retouched if necessary. The fitting result is refined further by automatic color correction with reference to the facial regions and a method of retouching parts that protrude from the rear of the garment image. We verified the effectiveness of our system through a user test.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "We propose an image-based virtual fitting system to reproduce the appearance of fitting during online shopping for garments. Inputs are whole-body images of a fashion model and the customer. We create a garment image by cutting out the garment portion from the image of the fashion model. If the garment images were naïvely superimposed, the fitting result would look strange mainly because the shape of the garment will not match the body shape of the customer. In this paper, we therefore propose a method of reshaping the garment image based on human body shapes of the fashion model and the customer to make the fitting result more realistic. The body shape is automatically estimated from the contours of the human body, and can easily be retouched if necessary. The fitting result is refined further by automatic color correction with reference to the facial regions and a method of retouching parts that protrude from the rear of the garment image. We verified the effectiveness of our system through a user test.", "fno": "4677a047", "keywords": [ "Clothing", "Shape", "Image Color Analysis", "Image Edge Detection", "Three Dimensional Displays", "Solid Modeling", "Databases", "Color Constancy", "Image Based Virtual Fitting", "Image Warping" ], "authors": [ { "affiliation": null, "fullName": "Hiroki Yamada", "givenName": "Hiroki", "surname": "Yamada", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Masaki Hirose", "givenName": "Masaki", "surname": "Hirose", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Yoshihiro Kanamori", "givenName": "Yoshihiro", "surname": "Kanamori", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Jun Mitani", "givenName": "Jun", "surname": "Mitani", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Yukio Fukui", "givenName": "Yukio", "surname": "Fukui", "__typename": "ArticleAuthorType" } ], "idPrefix": "cw", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2014-10-01T00:00:00", "pubType": "proceedings", "pages": "47-54", "year": "2014", "issn": null, "isbn": "978-1-4799-4677-8", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "4677a039", "articleId": "12OmNznCl4a", "__typename": "AdjacentArticleType" }, "next": { "fno": "4677a055", "articleId": "12OmNAo45Eh", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/cvprw/2015/6759/0/07301339", "title": "A new retexturing method for virtual fitting room using Kinect 2 camera", "doi": null, "abstractUrl": "/proceedings-article/cvprw/2015/07301339/12OmNCdTeMU", "parentPublication": { "id": "proceedings/cvprw/2015/6759/0", "title": "2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icvrv/2014/6854/0/6854a058", "title": "Animation of Refitted 3D Garment Models for Reshaped Bodies", "doi": null, "abstractUrl": "/proceedings-article/icvrv/2014/6854a058/12OmNvAiSyg", "parentPublication": { "id": "proceedings/icvrv/2014/6854/0", "title": "2014 International Conference on Virtual Reality and Visualization (ICVRV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icmew/2017/0560/0/08026317", "title": "Multimedia ontology based complementary garment recommendation", "doi": null, "abstractUrl": "/proceedings-article/icmew/2017/08026317/12OmNxveNPZ", "parentPublication": { "id": "proceedings/icmew/2017/0560/0", "title": "2017 IEEE International Conference on Multimedia & Expo Workshops (ICMEW)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccvw/2017/1034/0/1034c254", "title": "3D Garment Digitisation for Virtual Wardrobe Using a Commodity Depth Sensor", "doi": null, "abstractUrl": "/proceedings-article/iccvw/2017/1034c254/12OmNxwWoLK", "parentPublication": { "id": "proceedings/iccvw/2017/1034/0", "title": "2017 IEEE International Conference on Computer Vision Workshop (ICCVW)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cw/2015/9403/0/9403a267", "title": "Garment Design System Based on Body Model", "doi": null, "abstractUrl": "/proceedings-article/cw/2015/9403a267/12OmNzYwc0c", "parentPublication": { "id": "proceedings/cw/2015/9403/0", "title": "2015 International Conference on Cyberworlds (CW)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tp/2023/02/09760157", "title": "DeepCloth: Neural Garment Representation for Shape and Style Editing", "doi": null, "abstractUrl": "/journal/tp/2023/02/09760157/1CHsxU4NX8I", "parentPublication": { "id": "trans/tp", "title": "IEEE Transactions on Pattern Analysis & Machine Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2019/1377/0/08797810", "title": "Virtual Garment Using Joint Landmark Prediction and Part Segmentation", "doi": null, "abstractUrl": "/proceedings-article/vr/2019/08797810/1cJ1h8BHZq8", "parentPublication": { "id": "proceedings/vr/2019/1377/0", "title": "2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccvw/2019/5023/0/502300d141", "title": "Deep Garment Image Matting for a Virtual Try-on System", "doi": null, "abstractUrl": "/proceedings-article/iccvw/2019/502300d141/1i5mMoTgFH2", "parentPublication": { "id": "proceedings/iccvw/2019/5023/0", "title": "2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icdsba/2019/4644/0/464400a118", "title": "The Application Status and Future Prospects of Computer in Garment Management", "doi": null, "abstractUrl": "/proceedings-article/icdsba/2019/464400a118/1pbdQ46B9vy", "parentPublication": { "id": "proceedings/icdsba/2019/4644/0", "title": "2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/2021/4509/0/450900l1758", "title": "Self-Supervised Collision Handling via Generative 3D Garment Models for Virtual Try-On", "doi": null, "abstractUrl": "/proceedings-article/cvpr/2021/450900l1758/1yeLegPnV2E", "parentPublication": { "id": "proceedings/cvpr/2021/4509/0", "title": "2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": null, "article": { "id": "12OmNvkpl0H", "doi": "10.1109/ICMTMA.2009.225", "title": "Design of Automotive Seat Surface Based on Ergonomics", "normalizedTitle": "Design of Automotive Seat Surface Based on Ergonomics", "abstract": "Based on ergonomics theory, the paper analyzes the influencing factors of automobile driving comfort, from two sides, that are, physiological form of human sitting posture and body press distribution. On this basis, human physiological curve, the pressure curve and their function expressions are fitted through mathematical software. And combining the seat material properties, the seat curve in line with the human ecology is deduced, which provides new ideas for the seat design. Finally, this paper identifies H-point and draws the mating graph of seat surface curves and dummy.", "abstracts": [ { "abstractType": "Regular", "content": "Based on ergonomics theory, the paper analyzes the influencing factors of automobile driving comfort, from two sides, that are, physiological form of human sitting posture and body press distribution. On this basis, human physiological curve, the pressure curve and their function expressions are fitted through mathematical software. And combining the seat material properties, the seat curve in line with the human ecology is deduced, which provides new ideas for the seat design. Finally, this paper identifies H-point and draws the mating graph of seat surface curves and dummy.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Based on ergonomics theory, the paper analyzes the influencing factors of automobile driving comfort, from two sides, that are, physiological form of human sitting posture and body press distribution. On this basis, human physiological curve, the pressure curve and their function expressions are fitted through mathematical software. And combining the seat material properties, the seat curve in line with the human ecology is deduced, which provides new ideas for the seat design. Finally, this paper identifies H-point and draws the mating graph of seat surface curves and dummy.", "fno": "3583c051", "keywords": [ "Automobile Surface Ergonomics Physiological Curve H Point" ], "authors": [ { "affiliation": null, "fullName": "Pingqing Gan", "givenName": "Pingqing", "surname": "Gan", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Xinping Song", "givenName": "Xinping", "surname": "Song", "__typename": "ArticleAuthorType" } ], "idPrefix": "icmtma", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2009-04-01T00:00:00", "pubType": "proceedings", "pages": "51-54", "year": "2009", "issn": null, "isbn": "978-0-7695-3583-8", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "3583c047", "articleId": "12OmNAle6TB", "__typename": "AdjacentArticleType" }, "next": { "fno": "3583c055", "articleId": "12OmNz6iODe", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/icisa/2012/1402/0/06220920", "title": "Ergonomics Automotive Design Recommendation Using Image Based Collaborative Filtering", "doi": null, "abstractUrl": "/proceedings-article/icisa/2012/06220920/12OmNAPSMm5", "parentPublication": { "id": "proceedings/icisa/2012/1402/0", "title": "2012 International Conference on Information Science and Applications (ICISA 2012)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/dsd/2012/4798/0/06386908", "title": "The Seat Adaptation System of REFLECT Project: Implementation of a Biocybernetic Loop in an Automotive Environment", "doi": null, "abstractUrl": "/proceedings-article/dsd/2012/06386908/12OmNAS9ztm", "parentPublication": { "id": "proceedings/dsd/2012/4798/0", "title": "2012 15th Euromicro Conference on Digital System Design", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/3dim/1997/7943/0/79430296", "title": "Automatic Editing and Curve-fitting of 3-D Surface Scan Data of the Human Body", "doi": null, "abstractUrl": "/proceedings-article/3dim/1997/79430296/12OmNwCsdEp", "parentPublication": { "id": "proceedings/3dim/1997/7943/0", "title": "3D Digital Imaging and Modeling, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/socpar/2009/3879/0/3879a528", "title": "Service Design in Movie Theaters Using Auction Mechanism with Seat Reservations", "doi": null, "abstractUrl": "/proceedings-article/socpar/2009/3879a528/12OmNzUgcXx", "parentPublication": { "id": "proceedings/socpar/2009/3879/0", "title": "Soft Computing and Pattern Recognition, International Conference of", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/sescps/2019/2282/0/228200a046", "title": "A Just Culture Is 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{ "proceeding": { "id": "12OmNrNh0uC", "title": "2012 Second International Conference on 3D Imaging, Modeling, Processing, Visualization & Transmission", "acronym": "3dimpvt", "groupId": "1800494", "volume": "0", "displayVolume": "0", "year": "2012", "__typename": "ProceedingType" }, "article": { "id": "12OmNwkhTig", "doi": "10.1109/3DIMPVT.2012.81", "title": "Real-Time Reshaping of Humans", "normalizedTitle": "Real-Time Reshaping of Humans", "abstract": "We present a system for real-time deformation of the shape and appearance of people who are standing in front of a depth+RGB camera, such as the Microsoft Kinect. Our system allows manipulating human body shape parameters such as height, muscularity, weight, waist girth and leg length. The manipulated appearance is displayed in realtime. Thus, instead of posing in front a real mirror and visualizing their appearance, users can pose in front of a 'virtual mirror' and visualize themselves in different body shapes. Our system is made possible by a morphable model of 3D human shape that was learnt from a large database of 3D scans of people in various body shapes and poses. In an initialization step, which lasts a couple of seconds, this model is fit to the 3D shape parameters of the people as observed in the depth data. Then, a succession of pose tracking, body segmentation, shape deformation and image warping steps are performed -- in real-time and independently for multiple people. We present a variety of results in the paper and the video, showing the interactive virtual mirror cabinet experience.", "abstracts": [ { "abstractType": "Regular", "content": "We present a system for real-time deformation of the shape and appearance of people who are standing in front of a depth+RGB camera, such as the Microsoft Kinect. Our system allows manipulating human body shape parameters such as height, muscularity, weight, waist girth and leg length. The manipulated appearance is displayed in realtime. Thus, instead of posing in front a real mirror and visualizing their appearance, users can pose in front of a 'virtual mirror' and visualize themselves in different body shapes. Our system is made possible by a morphable model of 3D human shape that was learnt from a large database of 3D scans of people in various body shapes and poses. In an initialization step, which lasts a couple of seconds, this model is fit to the 3D shape parameters of the people as observed in the depth data. Then, a succession of pose tracking, body segmentation, shape deformation and image warping steps are performed -- in real-time and independently for multiple people. We present a variety of results in the paper and the video, showing the interactive virtual mirror cabinet experience.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "We present a system for real-time deformation of the shape and appearance of people who are standing in front of a depth+RGB camera, such as the Microsoft Kinect. Our system allows manipulating human body shape parameters such as height, muscularity, weight, waist girth and leg length. The manipulated appearance is displayed in realtime. Thus, instead of posing in front a real mirror and visualizing their appearance, users can pose in front of a 'virtual mirror' and visualize themselves in different body shapes. Our system is made possible by a morphable model of 3D human shape that was learnt from a large database of 3D scans of people in various body shapes and poses. In an initialization step, which lasts a couple of seconds, this model is fit to the 3D shape parameters of the people as observed in the depth data. Then, a succession of pose tracking, body segmentation, shape deformation and image warping steps are performed -- in real-time and independently for multiple people. We present a variety of results in the paper and the video, showing the interactive virtual mirror cabinet experience.", "fno": "4873a340", "keywords": [], "authors": [ { "affiliation": null, "fullName": "Michal Richter", "givenName": "Michal", "surname": "Richter", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Kiran Varanasi", "givenName": "Kiran", "surname": "Varanasi", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Nils Hasler", "givenName": "Nils", "surname": "Hasler", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Christian Theobalt", "givenName": "Christian", "surname": "Theobalt", "__typename": "ArticleAuthorType" } ], "idPrefix": "3dimpvt", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2012-10-01T00:00:00", "pubType": "proceedings", "pages": "340-347", "year": "2012", "issn": null, "isbn": "978-1-4673-4470-8", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "4873a332", "articleId": "12OmNBTs7tw", "__typename": "AdjacentArticleType" }, "next": { "fno": "4873a348", "articleId": "12OmNyQGS7j", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/3dim/2003/1991/0/19910002", "title": "Automatic Modeling of Animatable Virtual Humans - A Survey", "doi": null, "abstractUrl": "/proceedings-article/3dim/2003/19910002/12OmNA14A5y", "parentPublication": { "id": "proceedings/3dim/2003/1991/0", "title": "3D Digital Imaging and Modeling, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cw/2014/4677/0/4677a047", "title": "Image-Based Virtual Fitting System with Garment Image Reshaping", "doi": null, "abstractUrl": "/proceedings-article/cw/2014/4677a047/12OmNrAv3LL", "parentPublication": { "id": "proceedings/cw/2014/4677/0", "title": "2014 International Conference on Cyberworlds (CW)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/3dimpvt/2012/4873/0/4873a041", "title": "Rapid Skin: Estimating the 3D Human Pose and Shape in Real-Time", "doi": null, "abstractUrl": "/proceedings-article/3dimpvt/2012/4873a041/12OmNro0HRP", "parentPublication": { "id": "proceedings/3dimpvt/2012/4873/0", "title": "2012 Second International Conference on 3D Imaging, Modeling, Processing, Visualization & Transmission", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/fg/2004/2122/0/21220869", "title": "Tracking Humans using Prior and Learned Representations of Shape and Appearance", "doi": null, "abstractUrl": "/proceedings-article/fg/2004/21220869/12OmNvTjZUE", "parentPublication": { "id": "proceedings/fg/2004/2122/0", "title": "Sixth IEEE International Conference on Automatic Face and Gesture Recognition, 2004. Proceedings.", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vr/2010/6237/0/05444805", "title": "The contribution of real-time mirror reflections of motor actions on virtual body ownership in an immersive virtual environment", "doi": null, "abstractUrl": "/proceedings-article/vr/2010/05444805/12OmNwoPtlH", "parentPublication": { "id": "proceedings/vr/2010/6237/0", "title": "2010 IEEE Virtual Reality Conference (VR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cine/2015/7548/0/7549a160", "title": "Real Time Face Morphing", "doi": null, "abstractUrl": "/proceedings-article/cine/2015/7549a160/12OmNzVoBI5", "parentPublication": { "id": "proceedings/cine/2015/7548/0", "title": "2015 International Conference on Computational Intelligence & Networks (CINE)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2016/06/07130656", "title": "Ergonomics-Inspired Reshaping and Exploration of Collections of Models", "doi": null, "abstractUrl": "/journal/tg/2016/06/07130656/13rRUy2YLT4", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/3dv/2022/5670/0/567000a679", "title": "Neural Point-based Shape Modeling of Humans in Challenging Clothing", "doi": null, "abstractUrl": "/proceedings-article/3dv/2022/567000a679/1KYsvi8qLS0", "parentPublication": { "id": "proceedings/3dv/2022/5670/0", "title": "2022 International Conference on 3D Vision (3DV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccv/2019/4803/0/480300c242", "title": "3DPeople: Modeling the Geometry of Dressed Humans", "doi": null, "abstractUrl": "/proceedings-article/iccv/2019/480300c242/1hVlFza2uiY", "parentPublication": { "id": "proceedings/iccv/2019/4803/0", "title": "2019 IEEE/CVF International Conference on Computer Vision (ICCV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/fit/2019/6625/0/662500a049", "title": "Real-Time Simulation of IoT Based Smart Home Live Mirror using WSN", "doi": null, "abstractUrl": "/proceedings-article/fit/2019/662500a049/1hrJwfkS8Uw", "parentPublication": { "id": "proceedings/fit/2019/6625/0", "title": "2019 International Conference on Frontiers of Information Technology (FIT)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNwErpHy", "title": "Proceedings Computer Animation 2001. Fourteenth Conference on Computer Animation", "acronym": "ca", "groupId": "1000121", "volume": "0", "displayVolume": "0", "year": "2001", "__typename": "ProceedingType" }, "article": { "id": "12OmNyQYt7H", "doi": "10.1109/CA.2001.982389", "title": "Virtual body morphing", "normalizedTitle": "Virtual body morphing", "abstract": "We discuss how to morph between several different human body-shapes. The main idea is to create one human body structure from given human body shape data (either from photographs, designer's tool, laser scanner or infrared scanner), then use a rapid 3D-morphing system to create different versions of the body shape. This is done using interpolation and 2D-image metamorphosis based on triangulation where the shared structure is inherited from the generic human. It is an integration of 3D shape and 2D skin information. This system enables a user to intuitively alter a virtual human's shape and skin color. Automatic texture clothing methods are also introduced with several examples. We also describe the H-Anim body data structure as our generic body structure of choice.", "abstracts": [ { "abstractType": "Regular", "content": "We discuss how to morph between several different human body-shapes. The main idea is to create one human body structure from given human body shape data (either from photographs, designer's tool, laser scanner or infrared scanner), then use a rapid 3D-morphing system to create different versions of the body shape. This is done using interpolation and 2D-image metamorphosis based on triangulation where the shared structure is inherited from the generic human. It is an integration of 3D shape and 2D skin information. This system enables a user to intuitively alter a virtual human's shape and skin color. Automatic texture clothing methods are also introduced with several examples. We also describe the H-Anim body data structure as our generic body structure of choice.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "We discuss how to morph between several different human body-shapes. The main idea is to create one human body structure from given human body shape data (either from photographs, designer's tool, laser scanner or infrared scanner), then use a rapid 3D-morphing system to create different versions of the body shape. This is done using interpolation and 2D-image metamorphosis based on triangulation where the shared structure is inherited from the generic human. It is an integration of 3D shape and 2D skin information. This system enables a user to intuitively alter a virtual human's shape and skin color. Automatic texture clothing methods are also introduced with several examples. We also describe the H-Anim body data structure as our generic body structure of choice.", "fno": "00982389", "keywords": [ "Image Morphing", "Stereo Image Processing", "Image Texture", "Computer Animation", "Data Structures", "Interpolation", "Human Body Shapes", "3 D Image Morphing", "Interpolation", "2 D Image Metamorphosis", "Triangulation", "2 D Skin Information", "3 D Shape", "Texture Clothing", "H Anim", "Data Structure", "Animation System", "Humans", "Cloning", "Face Detection", "Facial Animation", "Shape", "Interpolation", "Skin", "Data Structures", "Image Converters", "Biological System Modeling" ], "authors": [ { "affiliation": "MIRA Lab., Geneva Univ., Switzerland", "fullName": "Won-Sook Lee", "givenName": null, "surname": "Won-Sook Lee", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "N. Magnenat-Thalmann", "givenName": "N.", "surname": "Magnenat-Thalmann", "__typename": "ArticleAuthorType" } ], "idPrefix": "ca", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2001-01-01T00:00:00", "pubType": "proceedings", "pages": "158,159,160,161,162,163,164,165,166", "year": "2001", "issn": "1087-4844", "isbn": null, "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "00982388", "articleId": "12OmNqIhFMw", "__typename": "AdjacentArticleType" }, "next": { "fno": "00982390", "articleId": "12OmNxRF74d", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/iita/2008/3497/2/3497c016", "title": "Three Dimension Human Body Format and Its Virtual Avatar Animation Application", "doi": null, "abstractUrl": "/proceedings-article/iita/2008/3497c016/12OmNBdruaX", "parentPublication": { "id": "iita/2008/3497/2", "title": "2008 Second International Symposium on Intelligent Information Technology Application", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/pg/2002/1784/0/17840166", "title": "A Simple Method for Modeling Wrinkles on Human Skin", "doi": null, "abstractUrl": "/proceedings-article/pg/2002/17840166/12OmNBlXs80", "parentPublication": { "id": "proceedings/pg/2002/1784/0", "title": "Computer Graphics and Applications, Pacific Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icise/2009/3887/0/pid979918", "title": "3D Human Body Morphing Based on Shape Interpolation", "doi": null, "abstractUrl": "/proceedings-article/icise/2009/pid979918/12OmNCctfeZ", "parentPublication": { "id": "proceedings/icise/2009/3887/0", "title": "Information Science and Engineering, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/gcis/2009/3571/2/3571b441", "title": "Modeling Human Body for Virtual Try-On System", "doi": null, "abstractUrl": "/proceedings-article/gcis/2009/3571b441/12OmNqGA58C", "parentPublication": { "id": "proceedings/gcis/2009/3571/2", "title": "2009 WRI Global Congress on Intelligent Systems", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ca/1999/0167/0/01670174", "title": "Virtual People: Capturing Human Models to Populate Virtual Worlds", "doi": null, "abstractUrl": "/proceedings-article/ca/1999/01670174/12OmNs5rkTE", "parentPublication": { "id": "proceedings/ca/1999/0167/0", "title": "Computer Animation", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpr/2002/1695/1/169510319", "title": "Wavelet Moments for Recognizing Human Body Posture from 3D Scans", "doi": null, "abstractUrl": "/proceedings-article/icpr/2002/169510319/12OmNzICENZ", "parentPublication": { "id": "proceedings/icpr/2002/1695/1", "title": "Proceedings of 16th International Conference on Pattern Recognition", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccv/1995/7042/0/70420618", "title": "3D human body model acquisition from multiple views", "doi": null, "abstractUrl": "/proceedings-article/iccv/1995/70420618/12OmNzhELoP", "parentPublication": { "id": "proceedings/iccv/1995/7042/0", "title": "Computer Vision, IEEE International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icme/2004/8603/1/01394212", "title": "Reanimating real humans: automatic reconstruction of animated faces from range data", "doi": null, "abstractUrl": "/proceedings-article/icme/2004/01394212/12OmNzzP5JA", "parentPublication": { "id": "proceedings/icme/2004/8603/1", "title": "2004 IEEE International Conference on Multimedia and Expo (ICME)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "mags/cg/2017/04/mcg2017040017", "title": "Believability and Co-presence in Human-Virtual Character Interaction", "doi": null, "abstractUrl": "/magazine/cg/2017/04/mcg2017040017/13rRUwInv6X", "parentPublication": { "id": "mags/cg", "title": "IEEE Computer Graphics and Applications", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/netcit/2022/9273/0/927300a240", "title": "Reconstruction and Animation Algorithm of Virtual Human Body Mould Based on Deep Knowledge", "doi": null, "abstractUrl": "/proceedings-article/netcit/2022/927300a240/1LSPPNxIc8g", "parentPublication": { "id": "proceedings/netcit/2022/9273/0", "title": "2022 2nd International Conference on Networking, Communications and Information Technology (NetCIT)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "1gyshXRzHpK", "title": "2019 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct)", "acronym": "ismar-adjunct", "groupId": "1810084", "volume": "0", "displayVolume": "0", "year": "2019", "__typename": "ProceedingType" }, "article": { "id": "1gysmHbseVa", "doi": "10.1109/ISMAR-Adjunct.2019.00-50", "title": "Volumetric Representation of Human Body Parts Using Superquadrics", "normalizedTitle": "Volumetric Representation of Human Body Parts Using Superquadrics", "abstract": "Superquadrics are one of the ideal shape representations for adapting various kinds of primitive shapes with a single equation. This paper revisits the task of representing a 3D human body with multiple superquadrics. As a single superquadric surface can only represent symmetric primitive shapes, we present a method that segments the human body into body parts to estimate their superquadric parameters. Moreover, we propose a novel initial parameter estimation method by using 3D skeleton joints. The results show that superquadric parameters are estimated, which represent human body parts volumetrically.", "abstracts": [ { "abstractType": "Regular", "content": "Superquadrics are one of the ideal shape representations for adapting various kinds of primitive shapes with a single equation. This paper revisits the task of representing a 3D human body with multiple superquadrics. As a single superquadric surface can only represent symmetric primitive shapes, we present a method that segments the human body into body parts to estimate their superquadric parameters. Moreover, we propose a novel initial parameter estimation method by using 3D skeleton joints. The results show that superquadric parameters are estimated, which represent human body parts volumetrically.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Superquadrics are one of the ideal shape representations for adapting various kinds of primitive shapes with a single equation. This paper revisits the task of representing a 3D human body with multiple superquadrics. As a single superquadric surface can only represent symmetric primitive shapes, we present a method that segments the human body into body parts to estimate their superquadric parameters. Moreover, we propose a novel initial parameter estimation method by using 3D skeleton joints. The results show that superquadric parameters are estimated, which represent human body parts volumetrically.", "fno": "476500a187", "keywords": [ "Image Representation", "Parameter Estimation", "Symmetric Primitive Shapes", "Single Superquadric Surface", "Ideal Shape Representations", "Volumetric Representation", "Human Body Parts", "Superquadric Parameters", "3 D Skeleton Joints", "Initial Parameter Estimation Method", "Three Dimensional Displays", "Shape", "Skeleton", "Image Segmentation", "Parameter Estimation", "Semantics", "Minimization", "Superquadrics", "Semantic Segmentation" ], "authors": [ { "affiliation": "Keio University", "fullName": "Ryo Hachiuma", "givenName": "Ryo", "surname": "Hachiuma", "__typename": "ArticleAuthorType" }, { "affiliation": "Keio University", "fullName": "Hideo Saito", "givenName": "Hideo", "surname": "Saito", "__typename": "ArticleAuthorType" } ], "idPrefix": "ismar-adjunct", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2019-10-01T00:00:00", "pubType": "proceedings", "pages": "187-188", "year": "2019", "issn": null, "isbn": "978-1-7281-4765-9", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "476500a181", "articleId": "1gyslNcMPwk", "__typename": "AdjacentArticleType" }, "next": { "fno": "476500a189", "articleId": "1gyslmCJMjK", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/robot/1988/0852/0/00012323", "title": "Superquadric artificial potentials for obstacle avoidance and approach", "doi": null, "abstractUrl": "/proceedings-article/robot/1988/00012323/12OmNAlNiPp", "parentPublication": { "id": "proceedings/robot/1988/0852/0", "title": "Proceedings. 1988 IEEE International Conference on Robotics and Automation", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpr/1992/2910/0/00201531", "title": "Surface and volumetric segmentation of range images using biquadrics and superquadrics", "doi": null, "abstractUrl": "/proceedings-article/icpr/1992/00201531/12OmNBKW9HU", "parentPublication": { "id": "proceedings/icpr/1992/2910/0", "title": "1992 11th IAPR International Conference on Pattern Recognition", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccv/1990/2057/0/00139605", "title": "Dynamic 3D models with local and global deformations: deformable superquadrics", "doi": null, "abstractUrl": "/proceedings-article/iccv/1990/00139605/12OmNwHQBiB", "parentPublication": { "id": "proceedings/iccv/1990/2057/0", "title": "Proceedings Third International Conference on Computer Vision", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpr/1994/6265/1/00576230", "title": "Fitting 3-D data using superquadrics and free-form deformations", "doi": null, "abstractUrl": "/proceedings-article/icpr/1994/00576230/12OmNxcMSg9", "parentPublication": { "id": "proceedings/icpr/1994/6265/1", "title": "Proceedings of 12th International Conference on Pattern Recognition", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/1991/2148/0/00139712", "title": "Constrained deformable superquadrics and nonrigid motion tracking", "doi": null, "abstractUrl": "/proceedings-article/cvpr/1991/00139712/12OmNxzMnPf", "parentPublication": { "id": "proceedings/cvpr/1991/2148/0", "title": "Proceedings. 1991 IEEE Computer Society Conference on Computer Vision and Pattern Recognition", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tp/1997/11/i1289", "title": "Superquadrics for Segmenting and Modeling Range Data", "doi": null, "abstractUrl": "/journal/tp/1997/11/i1289/13rRUxBJhws", "parentPublication": { "id": "trans/tp", "title": "IEEE Transactions on Pattern Analysis & Machine Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tp/2019/01/08128485", "title": "Revisiting Superquadric Fitting: A Numerically Stable Formulation", "doi": null, "abstractUrl": "/journal/tp/2019/01/08128485/17D45WnnFYY", "parentPublication": { "id": "trans/tp", "title": "IEEE Transactions on Pattern Analysis & Machine Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/2022/6946/0/694600c666", "title": "Robust and Accurate Superquadric Recovery: a Probabilistic Approach", "doi": null, "abstractUrl": "/proceedings-article/cvpr/2022/694600c666/1H1nloBw3g4", "parentPublication": { "id": "proceedings/cvpr/2022/6946/0", "title": "2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpr/2022/9062/0/09956118", "title": "Superquadric Indoor Scene Representation for Orientation and Navigation Tasks", "doi": null, "abstractUrl": "/proceedings-article/icpr/2022/09956118/1IHoQoDfhjG", "parentPublication": { "id": "proceedings/icpr/2022/9062/0", "title": "2022 26th International Conference on Pattern Recognition (ICPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/2019/3293/0/329300k0336", "title": "Superquadrics Revisited: Learning 3D Shape Parsing Beyond Cuboids", "doi": null, "abstractUrl": "/proceedings-article/cvpr/2019/329300k0336/1gyrV9J84w0", "parentPublication": { "id": "proceedings/cvpr/2019/3293/0", "title": "2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "1kesumCiLUA", "title": "2020 International Conference on Computer Engineering and Application (ICCEA)", "acronym": "iccea", "groupId": "1040032", "volume": "0", "displayVolume": "0", "year": "2020", "__typename": "ProceedingType" }, "article": { "id": "1keswaYTTi0", "doi": "10.1109/ICCEA50009.2020.00153", "title": "The Design of Seat for Sitting Posture Correction Based on Ergonomics", "normalizedTitle": "The Design of Seat for Sitting Posture Correction Based on Ergonomics", "abstract": "Based on Arduino development platform, a seat which can correct the wrong sitting posture is designed. The specific implementation method is to measure the distance difference between the human body and the seat back by using the ultrasonic sensor group installed on the seat back and the force distribution using the pressure sensor array installed on the seat surface. Combined with the physiological curvature of the human spine and the distribution of the body pressure under the sitting posture, it determines the sitting posture of the human body comprehensively, and generates an alarm signal to remind the user to change the bad sitting posture. The design idea of this kind of seat is based on the previous research and verified by real person experiment, which has certain practical significance and reference value.", "abstracts": [ { "abstractType": "Regular", "content": "Based on Arduino development platform, a seat which can correct the wrong sitting posture is designed. The specific implementation method is to measure the distance difference between the human body and the seat back by using the ultrasonic sensor group installed on the seat back and the force distribution using the pressure sensor array installed on the seat surface. Combined with the physiological curvature of the human spine and the distribution of the body pressure under the sitting posture, it determines the sitting posture of the human body comprehensively, and generates an alarm signal to remind the user to change the bad sitting posture. The design idea of this kind of seat is based on the previous research and verified by real person experiment, which has certain practical significance and reference value.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Based on Arduino development platform, a seat which can correct the wrong sitting posture is designed. The specific implementation method is to measure the distance difference between the human body and the seat back by using the ultrasonic sensor group installed on the seat back and the force distribution using the pressure sensor array installed on the seat surface. Combined with the physiological curvature of the human spine and the distribution of the body pressure under the sitting posture, it determines the sitting posture of the human body comprehensively, and generates an alarm signal to remind the user to change the bad sitting posture. The design idea of this kind of seat is based on the previous research and verified by real person experiment, which has certain practical significance and reference value.", "fno": "09103753", "keywords": [ "Biomechanics", "Biomedical Measurement", "Ergonomics", "Microcontrollers", "Pose Estimation", "Pressure Measurement", "Pressure Sensors", "Seats", "Sensor Arrays", "Ultrasonic Transducers", "Human Spine", "Body Pressure", "Human Body", "Posture Correction", "Arduino Development Platform", "Ultrasonic Sensor Group", "Pressure Sensor Array", "Seat Surface", "Force Distribution", "Acoustics", "Pressure Sensors", "Ergonomics", "Hardware", "Distance Measurement", "Pressure Measurement", "Arduino Controller", "Ultrasonic Sensor Module", "Pressure Sensor Module", "Ergonomics", "Sitting Posture Correction" ], "authors": [ { "affiliation": "Northwestern Polytechnical University,Mingde College,Xi’an,Shaanxi,China", "fullName": "Xuexia Li", "givenName": "Xuexia", "surname": "Li", "__typename": "ArticleAuthorType" }, { "affiliation": "Northwestern Polytechnical University,Mingde College,Xi’an,Shaanxi,China", "fullName": "Zhun Xiao", "givenName": "Zhun", "surname": "Xiao", "__typename": "ArticleAuthorType" }, { "affiliation": "Meixian Vocational Education Center,Meixian,Shaanxi,China", "fullName": "Kun Yang", "givenName": "Kun", "surname": "Yang", "__typename": "ArticleAuthorType" } ], "idPrefix": "iccea", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2020-03-01T00:00:00", "pubType": "proceedings", "pages": "703-706", "year": "2020", "issn": null, "isbn": "978-1-7281-5904-1", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "09103864", "articleId": "1kesFXUpzEI", "__typename": "AdjacentArticleType" }, "next": { "fno": "09103766", "articleId": "1kesATB4cLu", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/uic-atc/2012/4843/0/4843a771", "title": "A Surveillance System Designed for the Correction of Sitting Posture in Writing", "doi": null, "abstractUrl": "/proceedings-article/uic-atc/2012/4843a771/12OmNBzAcjp", "parentPublication": { "id": "proceedings/uic-atc/2012/4843/0", "title": "Ubiquitous, Autonomic and Trusted Computing, Symposia and Workshops on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icmtma/2009/3583/3/3583c051", "title": "Design of Automotive Seat Surface Based on Ergonomics", "doi": null, "abstractUrl": "/proceedings-article/icmtma/2009/3583c051/12OmNvkpl0H", "parentPublication": { "id": null, "title": null, "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpr/2008/2174/0/04761863", "title": "Sitting posture analysis by pressure sensors", "doi": null, "abstractUrl": "/proceedings-article/icpr/2008/04761863/12OmNwDACcB", "parentPublication": { "id": "proceedings/icpr/2008/2174/0", "title": "ICPR 2008 19th International Conference on Pattern Recognition", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/bsn/2011/4431/0/4431a194", "title": "eCushion: An eTextile Device for Sitting Posture Monitoring", "doi": null, "abstractUrl": "/proceedings-article/bsn/2011/4431a194/12OmNzV70GV", "parentPublication": { "id": "proceedings/bsn/2011/4431/0", "title": "Wearable and Implantable Body Sensor Networks, International Workshop on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/percom-workshops/2017/4338/0/07917599", "title": "Smart cushion: A practical system for fine-grained sitting posture recognition", "doi": null, "abstractUrl": "/proceedings-article/percom-workshops/2017/07917599/19wAIM3QCVa", "parentPublication": { "id": 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{ "id": "proceedings/soca/2019/5411/0", "title": "2019 IEEE 12th Conference on Service-Oriented Computing and Applications (SOCA)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icmcce/2019/4689/0/468900a546", "title": "Optimal Design of Ultra-Thin Seats Based on Ergonomics", "doi": null, "abstractUrl": "/proceedings-article/icmcce/2019/468900a546/1h0FdMYw8GQ", "parentPublication": { "id": "proceedings/icmcce/2019/4689/0", "title": "2019 4th International Conference on Mechanical, Control and Computer Engineering (ICMCCE)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icii/2019/2977/0/297700a301", "title": "The Sitting Posture Monitoring Method Based on Notch Sensor", "doi": null, "abstractUrl": "/proceedings-article/icii/2019/297700a301/1jXvinTQaRi", "parentPublication": { "id": "proceedings/icii/2019/2977/0", "title": "2019 IEEE International Conference on Industrial Internet (ICII)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icris/2020/1969/0/196900a261", "title": "Design and implementation of sitting posture monitoring system", "doi": null, "abstractUrl": "/proceedings-article/icris/2020/196900a261/1wG5XCnI7T2", "parentPublication": { "id": "proceedings/icris/2020/1969/0", "title": "2020 International Conference on Robots & Intelligent System (ICRIS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "1uqGdWlamUo", "title": "2021 IEEE Winter Conference on Applications of Computer Vision (WACV)", "acronym": "wacv", "groupId": "1000040", "volume": "0", "displayVolume": "0", "year": "2021", "__typename": "ProceedingType" }, "article": { "id": "1uqGsq5i0De", "doi": "10.1109/WACV48630.2021.00240", "title": "A Multi-Task Learning Approach for Human Activity Segmentation and Ergonomics Risk Assessment", "normalizedTitle": "A Multi-Task Learning Approach for Human Activity Segmentation and Ergonomics Risk Assessment", "abstract": "We propose a new approach to Human Activity Evaluation (HAE) in long videos using graph-based multi-task modeling. Previous works in activity evaluation either directly compute a metric using a detected skeleton or use the scene information to regress the activity score. These approaches are insufficient for accurate activity assessment since they only compute an average score over a clip, and do not consider the correlation between the joints and body dynamics. Moreover, they are highly scene-dependent which makes the generalizability of these methods questionable. We propose a novel multi-task framework for HAE that utilizes a Graph Convolutional Network backbone to embed the interconnections between human joints in the features. In this framework, we solve the Human Activity Segmentation (HAS) problem as an auxiliary task to improve activity assessment. The HAS head is powered by an Encoder-Decoder Temporal Convolutional Network to semantically segment long videos into distinct activity classes, whereas, HAE uses a Long-Short-Term-Memory-based architecture. We evaluate our method on the UW-IOM and TUM Kitchen datasets and discuss the success and failure cases in these two datasets.", "abstracts": [ { "abstractType": "Regular", "content": "We propose a new approach to Human Activity Evaluation (HAE) in long videos using graph-based multi-task modeling. Previous works in activity evaluation either directly compute a metric using a detected skeleton or use the scene information to regress the activity score. These approaches are insufficient for accurate activity assessment since they only compute an average score over a clip, and do not consider the correlation between the joints and body dynamics. Moreover, they are highly scene-dependent which makes the generalizability of these methods questionable. We propose a novel multi-task framework for HAE that utilizes a Graph Convolutional Network backbone to embed the interconnections between human joints in the features. In this framework, we solve the Human Activity Segmentation (HAS) problem as an auxiliary task to improve activity assessment. The HAS head is powered by an Encoder-Decoder Temporal Convolutional Network to semantically segment long videos into distinct activity classes, whereas, HAE uses a Long-Short-Term-Memory-based architecture. We evaluate our method on the UW-IOM and TUM Kitchen datasets and discuss the success and failure cases in these two datasets.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "We propose a new approach to Human Activity Evaluation (HAE) in long videos using graph-based multi-task modeling. Previous works in activity evaluation either directly compute a metric using a detected skeleton or use the scene information to regress the activity score. These approaches are insufficient for accurate activity assessment since they only compute an average score over a clip, and do not consider the correlation between the joints and body dynamics. Moreover, they are highly scene-dependent which makes the generalizability of these methods questionable. We propose a novel multi-task framework for HAE that utilizes a Graph Convolutional Network backbone to embed the interconnections between human joints in the features. In this framework, we solve the Human Activity Segmentation (HAS) problem as an auxiliary task to improve activity assessment. The HAS head is powered by an Encoder-Decoder Temporal Convolutional Network to semantically segment long videos into distinct activity classes, whereas, HAE uses a Long-Short-Term-Memory-based architecture. We evaluate our method on the UW-IOM and TUM Kitchen datasets and discuss the success and failure cases in these two datasets.", "fno": "047700c351", "keywords": [ "Ergonomics", "Graph Theory", "Image Segmentation", "Learning Artificial Intelligence", "Video Signal Processing", "Human Joints", "Human Activity Segmentation", "Auxiliary Task", "Encoder Decoder Temporal Convolutional Network", "Segment Long Videos", "Distinct Activity Classes", "HAE", "Long Short Term Memory Based Architecture", "Multitask Learning Approach", "Ergonomics Risk Assessment", "Human Activity Evaluation", "Graph Based Multitask Modeling", "Scene Information", "Activity Score", "Accurate Activity Assessment", "Average Score", "Body Dynamics", "Highly Scene Dependent", "Novel Multitask Framework", "Graph Convolutional Network Backbone", "Measurement", "Computer Vision", "Correlation", "Ergonomics", "Conferences", "Computer Architecture", "Skeleton" ], "authors": [ { "affiliation": "University of Washington", "fullName": "Behnoosh Parsa", "givenName": "Behnoosh", "surname": "Parsa", "__typename": "ArticleAuthorType" }, { "affiliation": "University of Washington", "fullName": "Ashis G. Banerjee", "givenName": "Ashis G.", "surname": "Banerjee", "__typename": "ArticleAuthorType" } ], "idPrefix": "wacv", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2021-01-01T00:00:00", "pubType": "proceedings", "pages": "2351-2361", "year": "2021", "issn": null, "isbn": "978-1-6654-0477-8", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "047700c341", "articleId": "1uqGOnIeaJ2", "__typename": "AdjacentArticleType" }, "next": { "fno": "047700c362", "articleId": "1uqGFTaT5ja", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/bibm/2017/3050/0/08217765", "title": "Stroke patient daily activity observation system", "doi": null, "abstractUrl": "/proceedings-article/bibm/2017/08217765/12OmNrIrPpF", "parentPublication": { "id": "proceedings/bibm/2017/3050/0", "title": "2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2016/06/07130656", "title": "Ergonomics-Inspired Reshaping and Exploration of Collections of Models", "doi": null, "abstractUrl": "/journal/tg/2016/06/07130656/13rRUy2YLT4", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvprw/2022/8739/0/873900c064", "title": "Multimodal Transformer for Nursing Activity Recognition", "doi": null, "abstractUrl": "/proceedings-article/cvprw/2022/873900c064/1G57k6cyhSU", "parentPublication": { "id": "proceedings/cvprw/2022/8739/0", "title": "2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/wacv/2020/6553/0/09093368", "title": "Spatio-Temporal Pyramid Graph Convolutions for Human Action Recognition and Postural Assessment", "doi": null, "abstractUrl": "/proceedings-article/wacv/2020/09093368/1jPby5a5doA", "parentPublication": { "id": "proceedings/wacv/2020/6553/0", "title": "2020 IEEE Winter Conference on Applications of Computer Vision (WACV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpr/2021/8808/0/09412533", "title": "JT-MGCN: Joint-temporal Motion Graph Convolutional Network for Skeleton-Based Action Recognition", "doi": null, "abstractUrl": "/proceedings-article/icpr/2021/09412533/1tmhRpXKLi8", "parentPublication": { "id": "proceedings/icpr/2021/8808/0", "title": "2020 25th International Conference on Pattern Recognition (ICPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpr/2021/8808/0/09412487", "title": "Attention-Driven Body Pose Encoding for Human Activity Recognition", "doi": null, "abstractUrl": "/proceedings-article/icpr/2021/09412487/1tmjL2Ajqko", "parentPublication": { "id": "proceedings/icpr/2021/8808/0", "title": "2020 25th International Conference on Pattern Recognition (ICPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icmcce/2020/2314/0/231400a510", "title": "Research on Key Technologies of Quantitative Evaluation of Ergonomics for Equipment Maintenance", "doi": null, "abstractUrl": "/proceedings-article/icmcce/2020/231400a510/1tzzdGvqxws", "parentPublication": { "id": "proceedings/icmcce/2020/2314/0", "title": "2020 5th International Conference on Mechanical, Control and Computer Engineering (ICMCCE)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icme/2021/3864/0/09428403", "title": "Recurrent Graph Convolutional Autoencoder for Unsupervised Skeleton-Based Action Recognition", "doi": null, "abstractUrl": "/proceedings-article/icme/2021/09428403/1uilAM4szPW", "parentPublication": { "id": "proceedings/icme/2021/3864/0", "title": "2021 IEEE International Conference on Multimedia and Expo (ICME)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/wacv/2021/0477/0/047700a878", "title": "GlocalNet: Class-aware Long-term Human Motion Synthesis", "doi": null, "abstractUrl": "/proceedings-article/wacv/2021/047700a878/1uqGGnoSQ36", "parentPublication": { "id": "proceedings/wacv/2021/0477/0", "title": "2021 IEEE Winter Conference on Applications of Computer Vision (WACV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/2021/4509/0/450900o4620", "title": "Multi-Label Activity Recognition using Activity-specific Features and Activity Correlations", "doi": null, "abstractUrl": "/proceedings-article/cvpr/2021/450900o4620/1yeKBIhWqDC", "parentPublication": { "id": "proceedings/cvpr/2021/4509/0", "title": "2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNC3XhhC", "title": "Proceedings. International Conference on Shape Modeling and Applications", "acronym": "smi", "groupId": "1000664", "volume": "0", "displayVolume": "0", "year": "2005", "__typename": "ProceedingType" }, "article": { "id": "12OmNs59JNj", "doi": "10.1109/SMI.2005.8", "title": "Computational Topology for Reconstruction of Surfaces with Boundary: Integrating Experiments and Theory", "normalizedTitle": "Computational Topology for Reconstruction of Surfaces with Boundary: Integrating Experiments and Theory", "abstract": "We report new techniques and theory in computational topology for reconstructing surfaces with boundary. This complements and extends known techniques for surfaces without boundary. Our approach is motivated by differential geometry and differential topology. We have also conducted significant experimental work to test our resultant implementations. We discuss some problematic issues that can arise regarding the roles of the medial axis and sampling density. The crucial topics for C2 manifolds are: 1. Important defining properties of C2 manifolds with boundary, 2. Creation of auxiliary surfaces, with emphasis near the boundary, 3. Sampling density, and 4. Successful practical algorithms and examples.", "abstracts": [ { "abstractType": "Regular", "content": "We report new techniques and theory in computational topology for reconstructing surfaces with boundary. This complements and extends known techniques for surfaces without boundary. Our approach is motivated by differential geometry and differential topology. We have also conducted significant experimental work to test our resultant implementations. We discuss some problematic issues that can arise regarding the roles of the medial axis and sampling density. The crucial topics for C2 manifolds are: 1. Important defining properties of C2 manifolds with boundary, 2. Creation of auxiliary surfaces, with emphasis near the boundary, 3. Sampling density, and 4. Successful practical algorithms and examples.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "We report new techniques and theory in computational topology for reconstructing surfaces with boundary. This complements and extends known techniques for surfaces without boundary. Our approach is motivated by differential geometry and differential topology. We have also conducted significant experimental work to test our resultant implementations. We discuss some problematic issues that can arise regarding the roles of the medial axis and sampling density. The crucial topics for C2 manifolds are: 1. Important defining properties of C2 manifolds with boundary, 2. Creation of auxiliary surfaces, with emphasis near the boundary, 3. Sampling density, and 4. Successful practical algorithms and examples.", "fno": "23790290", "keywords": [ "Surface Reconstruction", "Twice Differentiable Manifold", "Differential Topology", "Differential Geometry", "Medial Axis" ], "authors": [ { "affiliation": "University of Connecticut", "fullName": "K. Abe", "givenName": "K.", "surname": "Abe", "__typename": "ArticleAuthorType" }, { "affiliation": "University of Connecticut", "fullName": "J. Bisceglio", "givenName": "J.", "surname": "Bisceglio", "__typename": "ArticleAuthorType" }, { "affiliation": "University of Connecticut", "fullName": "T. J. Peters", "givenName": "T. J.", "surname": "Peters", "__typename": "ArticleAuthorType" }, { "affiliation": "University of Connecticut", "fullName": "A. C. Russell", "givenName": "A. C.", "surname": "Russell", "__typename": "ArticleAuthorType" }, { "affiliation": "Agricultural University of Athens", "fullName": "T. Sakkalis", "givenName": "T.", "surname": "Sakkalis", "__typename": "ArticleAuthorType" } ], "idPrefix": "smi", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2005-06-01T00:00:00", "pubType": "proceedings", "pages": "290-299", "year": "2005", "issn": null, "isbn": "0-7695-2379-X", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "23790278", "articleId": "12OmNqAU6vH", "__typename": "AdjacentArticleType" }, "next": { "fno": "23790310", "articleId": "12OmNqJ8toi", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/visual/1991/2245/0/00175773", "title": "A tool for visualizing the topology of three-dimensional vector fields", "doi": null, "abstractUrl": "/proceedings-article/visual/1991/00175773/12OmNAZfxIE", "parentPublication": { "id": "proceedings/visual/1991/2245/0", "title": "1991 Proceeding Visualization", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/gmap/2000/0562/0/00838257", "title": "Generating fair meshes with G/sup 1/ boundary conditions", "doi": null, "abstractUrl": "/proceedings-article/gmap/2000/00838257/12OmNrNh0zt", "parentPublication": { "id": "proceedings/gmap/2000/0562/0", "title": "Proceedings Geometric Modeling and Processing 2000. 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{ "proceeding": { "id": "12OmNxE2mWa", "title": "2009 Sixth International Symposium on Voronoi Diagrams", "acronym": "isvd", "groupId": "1001201", "volume": "0", "displayVolume": "0", "year": "2009", "__typename": "ProceedingType" }, "article": { "id": "12OmNvjgWux", "doi": "10.1109/ISVD.2009.36", "title": "Geometry and Morphology of the Cosmic Web: Analyzing Spatial Patterns in the Universe", "normalizedTitle": "Geometry and Morphology of the Cosmic Web: Analyzing Spatial Patterns in the Universe", "abstract": "We review the analysis of the Cosmic Web by means of an extensive toolset based on the use of Delaunay and Voronoi tessellations. The Cosmic Web is the salientand pervasive foamlike pattern in which matter has organized itself on scales of a few up to more than a hundred Megaparsec. The weblike spatial arrangementof galaxies and mass into elongated filaments,sheetlike walls and dense compact clusters, the existence of large near-empty void regions and the hierarchical nature of this mass distribution are three major characteristics of the comsic matter distribution.First, we describe the Delaunay Tessellation Field Estimator.Using the unique adaptive qualities of Voronoi and Delaunay tessellations, DTFE infers the densityfield from the (contiguous) Voronoi tessellation of a sampled galaxy or simulation particle distribution and uses the Delaunay tessellation as adaptive grid for defining continuous volume-filling fields of density and other measured quantities through linear interpolation. The resulting DTFE formalism is shown to recover the hierarchical nature and the anisotropic morphologyof the cosmic matter distribution. The Multiscale Morphology Filter (MMF) uses the DTFE density field to extract the diverse morphological elements - filaments, sheets and clusters - on the basis of a ScaleSpace analysis which searches for these morphologies over a range of scales. Subsequently, we discuss the Watershed Voidfinder (WVF), which invokes the discrete watershed transform to identify voids in the cosmic matter distribution. The WVF is able todetermine the location, size and shape of the voids. The watershed transform is also a key element in the SpineWeb analysis of the cosmic matter distribution. Finding its mathematical foundation in Morse theory, it allowsthe determination of the filamentary spine and connected walls in the cosmic matter density field through the identification of the singularities and corresponding separatrices. The first results of a directimplementation on the Delaunay tessellation itself are presented. Finally, we describe the concept of Alphashapes for assessing the topology of the cosmic matter distribution.", "abstracts": [ { "abstractType": "Regular", "content": "We review the analysis of the Cosmic Web by means of an extensive toolset based on the use of Delaunay and Voronoi tessellations. The Cosmic Web is the salientand pervasive foamlike pattern in which matter has organized itself on scales of a few up to more than a hundred Megaparsec. The weblike spatial arrangementof galaxies and mass into elongated filaments,sheetlike walls and dense compact clusters, the existence of large near-empty void regions and the hierarchical nature of this mass distribution are three major characteristics of the comsic matter distribution.First, we describe the Delaunay Tessellation Field Estimator.Using the unique adaptive qualities of Voronoi and Delaunay tessellations, DTFE infers the densityfield from the (contiguous) Voronoi tessellation of a sampled galaxy or simulation particle distribution and uses the Delaunay tessellation as adaptive grid for defining continuous volume-filling fields of density and other measured quantities through linear interpolation. The resulting DTFE formalism is shown to recover the hierarchical nature and the anisotropic morphologyof the cosmic matter distribution. The Multiscale Morphology Filter (MMF) uses the DTFE density field to extract the diverse morphological elements - filaments, sheets and clusters - on the basis of a ScaleSpace analysis which searches for these morphologies over a range of scales. Subsequently, we discuss the Watershed Voidfinder (WVF), which invokes the discrete watershed transform to identify voids in the cosmic matter distribution. The WVF is able todetermine the location, size and shape of the voids. The watershed transform is also a key element in the SpineWeb analysis of the cosmic matter distribution. Finding its mathematical foundation in Morse theory, it allowsthe determination of the filamentary spine and connected walls in the cosmic matter density field through the identification of the singularities and corresponding separatrices. The first results of a directimplementation on the Delaunay tessellation itself are presented. Finally, we describe the concept of Alphashapes for assessing the topology of the cosmic matter distribution.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "We review the analysis of the Cosmic Web by means of an extensive toolset based on the use of Delaunay and Voronoi tessellations. The Cosmic Web is the salientand pervasive foamlike pattern in which matter has organized itself on scales of a few up to more than a hundred Megaparsec. The weblike spatial arrangementof galaxies and mass into elongated filaments,sheetlike walls and dense compact clusters, the existence of large near-empty void regions and the hierarchical nature of this mass distribution are three major characteristics of the comsic matter distribution.First, we describe the Delaunay Tessellation Field Estimator.Using the unique adaptive qualities of Voronoi and Delaunay tessellations, DTFE infers the densityfield from the (contiguous) Voronoi tessellation of a sampled galaxy or simulation particle distribution and uses the Delaunay tessellation as adaptive grid for defining continuous volume-filling fields of density and other measured quantities through linear interpolation. The resulting DTFE formalism is shown to recover the hierarchical nature and the anisotropic morphologyof the cosmic matter distribution. The Multiscale Morphology Filter (MMF) uses the DTFE density field to extract the diverse morphological elements - filaments, sheets and clusters - on the basis of a ScaleSpace analysis which searches for these morphologies over a range of scales. Subsequently, we discuss the Watershed Voidfinder (WVF), which invokes the discrete watershed transform to identify voids in the cosmic matter distribution. The WVF is able todetermine the location, size and shape of the voids. The watershed transform is also a key element in the SpineWeb analysis of the cosmic matter distribution. Finding its mathematical foundation in Morse theory, it allowsthe determination of the filamentary spine and connected walls in the cosmic matter density field through the identification of the singularities and corresponding separatrices. The first results of a directimplementation on the Delaunay tessellation itself are presented. Finally, we describe the concept of Alphashapes for assessing the topology of the cosmic matter distribution.", "fno": "05362429", "keywords": [ "Astronomy Computing", "Clusters Of Galaxies", "Computational Geometry", "Cosmology", "Feature Extraction", "Image Representation", "Mathematical Morphology", "Mesh Generation", "Topology", "Cosmic Web", "Voronoi Tessellations", "Weblike Spatial Arrangement", "Delaunay Tessellation Field Estimator", "Adaptive Grid", "Simulation Particle Distribution", "Continuous Volume Filling Density Fields", "Linear Interpolation", "Anisotropic Morphology", "Cosmic Matter Distribution Topology", "Multiscale Morphology Filter", "Scale Space Analysis", "Watershed Voidfinder", "Discrete Watershed Transform", "Spine Web Analysis", "Morse Theory", "Filamentary Spine", "Alphashapes", "Dense Compact Galaxy Clusters", "Near Empty Void Regions", "Universe", "Geometry", "Morphology", "Pattern Analysis", "Discrete Transforms", "Density Measurement", "Volume Measurement", "Particle Measurements", "Interpolation", "Anisotropic Magnetoresistance", "Filters", "Cosmology", "Theory", "Large Scale", "Structure Of Universe", "Methods", "Numerical", "Surveys" ], "authors": [ { "affiliation": "Kapteyn Astron. Inst., Univ. of Groningen, Groningen, Netherlands", "fullName": "Rien van de Weygaert", "givenName": "Rien", "surname": "van de Weygaert", "__typename": "ArticleAuthorType" }, { "affiliation": "Kapteyn Astron. Inst., Univ. of Groningen, Groningen, Netherlands", "fullName": "Bernard J.T. Jones", "givenName": "Bernard J.T.", "surname": "Jones", "__typename": "ArticleAuthorType" }, { "affiliation": "Kapteyn Astron. Inst., Univ. of Groningen, Groningen, Netherlands", "fullName": "Erwin Platen", "givenName": "Erwin", "surname": "Platen", "__typename": "ArticleAuthorType" }, { "affiliation": "Dept. Phys. & Astron., Johns Hopkins Univ., Baltimore, MD, USA", "fullName": "Miguel A. Aragon-Calvo", "givenName": "Miguel A.", "surname": "Aragon-Calvo", "__typename": "ArticleAuthorType" } ], "idPrefix": "isvd", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2009-06-01T00:00:00", "pubType": "proceedings", "pages": "3-30", "year": "2009", "issn": null, "isbn": "978-1-4244-4769-5", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "3781z012", "articleId": "12OmNAlvHO8", "__typename": "AdjacentArticleType" }, "next": { "fno": "3781z001", "articleId": "12OmNBKmXgD", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/seaa/2013/5091/0/06619532", "title": "Approximate COSMIC Size to Early Estimate Web Application Development Effort", "doi": null, "abstractUrl": "/proceedings-article/seaa/2013/06619532/12OmNAkWvtU", "parentPublication": { "id": "proceedings/seaa/2013/5091/0", 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Integrating Analysis in Cosmological Simulations", "doi": null, "abstractUrl": "/proceedings-article/sccompanion/2012/4956a186/12OmNzaQo86", "parentPublication": { "id": "proceedings/sccompanion/2012/4956/0", "title": "2012 SC Companion: High Performance Computing, Networking Storage and Analysis", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/seaa/2008/3276/0/3276a427", "title": "IFPUG-COSMIC Statistical Conversion", "doi": null, "abstractUrl": "/proceedings-article/seaa/2008/3276a427/12OmNzlUKJA", "parentPublication": { "id": "proceedings/seaa/2008/3276/0", "title": "2008 34th Euromicro Conference Software Engineering and Advanced Applications", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/sc/1995/2568/0/01383178", "title": "Parallel Linear General Relativity and CMB Anisotropies", "doi": null, "abstractUrl": "/proceedings-article/sc/1995/01383178/1D87UkpEp9u", "parentPublication": { "id": "proceedings/sc/1995/2568/0", "title": "SC Conference", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNAWpylc", "title": "2010 International Symposium on Voronoi Diagrams in Science and Engineering", "acronym": "isvd", "groupId": "1001201", "volume": "0", "displayVolume": "0", "year": "2010", "__typename": "ProceedingType" }, "article": { "id": "12OmNwtn3yw", "doi": "10.1109/ISVD.2010.24", "title": "Alpha Shape Topology of the Cosmic Web", "normalizedTitle": "Alpha Shape Topology of the Cosmic Web", "abstract": "We study the topology of the Megaparsec Cosmic Web on the basis of the Alpha Shapes of the galaxy distribution. The simplicial complexes of the alpha shapes are used to determine the set of Betti numbers (&#x03B2;<sub>k</sub>, k = 1,...,D) which represent a complete characterization of the topology of a manifold. This forms a useful extension of the geometry and topology of the galaxy distribution by Minkowski functionals, of which three specify the geometrical structure of surfaces and one, the Euler characteristic, represents merely a summary of its topology. In order to develop an intuitive understanding for the relation between Betti numbers and the running &#x03B1; parameter of the alpha shapes, and thus in how far they may discriminate between different topologies, we study them within the context of simple heuristic Voronoi clustering models. These may be tuned to consist of a few or even only one specific morphological element of the Cosmic Web, ie. clusters, filaments or sheets.", "abstracts": [ { "abstractType": "Regular", "content": "We study the topology of the Megaparsec Cosmic Web on the basis of the Alpha Shapes of the galaxy distribution. The simplicial complexes of the alpha shapes are used to determine the set of Betti numbers (&#x03B2;<sub>k</sub>, k = 1,...,D) which represent a complete characterization of the topology of a manifold. This forms a useful extension of the geometry and topology of the galaxy distribution by Minkowski functionals, of which three specify the geometrical structure of surfaces and one, the Euler characteristic, represents merely a summary of its topology. In order to develop an intuitive understanding for the relation between Betti numbers and the running &#x03B1; parameter of the alpha shapes, and thus in how far they may discriminate between different topologies, we study them within the context of simple heuristic Voronoi clustering models. These may be tuned to consist of a few or even only one specific morphological element of the Cosmic Web, ie. clusters, filaments or sheets.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "We study the topology of the Megaparsec Cosmic Web on the basis of the Alpha Shapes of the galaxy distribution. The simplicial complexes of the alpha shapes are used to determine the set of Betti numbers (βk, k = 1,...,D) which represent a complete characterization of the topology of a manifold. This forms a useful extension of the geometry and topology of the galaxy distribution by Minkowski functionals, of which three specify the geometrical structure of surfaces and one, the Euler characteristic, represents merely a summary of its topology. In order to develop an intuitive understanding for the relation between Betti numbers and the running α parameter of the alpha shapes, and thus in how far they may discriminate between different topologies, we study them within the context of simple heuristic Voronoi clustering models. These may be tuned to consist of a few or even only one specific morphological element of the Cosmic Web, ie. clusters, filaments or sheets.", "fno": "4112a224", "keywords": [ "Astronomy Computing", "Computational Geometry", "Cosmology", "Pattern Clustering", "Topology", "Alpha Shape Topology", "Megaparsec Cosmic Web", "Galaxy Distribution", "Minkowski Functionals", "Euler Characteristic", "Betti Numbers", "Voronoi Clustering Models", "Shape", "Topology", "Geometry", "Large Scale Systems", "Computer Simulation", "Computational Modeling", "Mathematics", "Computer Science", "Surface Morphology", "Context Modeling", "Cosmology Theory", "Large Scale Structure Of Universe", "Methods Data Analysis", "Techniques Image Processing", "Computational Geometry Tessellations", "Computational Topology" ], "authors": [ { "affiliation": "Kapteyn Astron. Inst., Univ. of Groningen, Groningen, Netherlands", "fullName": "Rien van de Weygaert", "givenName": "Rien", "surname": "van de Weygaert", "__typename": "ArticleAuthorType" }, { "affiliation": "Kapteyn Astron. Inst., Univ. of Groningen, Groningen, Netherlands", "fullName": "Erwin Platen", "givenName": "Erwin", "surname": "Platen", "__typename": "ArticleAuthorType" }, { "affiliation": "Johann Bernoulli Inst. for Math. & Comput. Sci., Univ. of Groningen, Groningen, Netherlands", "fullName": "Gert Vegter", "givenName": "Gert", "surname": "Vegter", "__typename": "ArticleAuthorType" }, { "affiliation": "Johann Bernoulli Inst. for Math. & Comput. Sci., Univ. of Groningen, Groningen, Netherlands", "fullName": "Bob Eldering", "givenName": "Bob", "surname": "Eldering", "__typename": "ArticleAuthorType" }, { "affiliation": "Johann Bernoulli Inst. for Math. & Comput. Sci., Univ. of Groningen, Groningen, Netherlands", "fullName": "Nico Kruithof", "givenName": "Nico", "surname": "Kruithof", "__typename": "ArticleAuthorType" } ], "idPrefix": "isvd", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2010-06-01T00:00:00", "pubType": "proceedings", "pages": "224-234", "year": "2010", "issn": null, "isbn": "978-1-4244-7606-0", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "4112a215", "articleId": "12OmNBOCWjK", "__typename": "AdjacentArticleType" }, "next": { "fno": "4112a235", "articleId": "12OmNrkT7MW", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/cad-graphics/2015/8020/0/07450418", "title": "Shape Matching Based on Non-rigid Spectral Transformation", "doi": null, "abstractUrl": "/proceedings-article/cad-graphics/2015/07450418/12OmNANTAuB", "parentPublication": { "id": "proceedings/cad-graphics/2015/8020/0", "title": "2015 14th International Conference on Computer-Aided Design and Computer Graphics (CAD/Graphics)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/pbg/2005/20/0/01500318", "title": "Conformal alpha shapes", "doi": null, "abstractUrl": "/proceedings-article/pbg/2005/01500318/12OmNASILP5", "parentPublication": { "id": "proceedings/pbg/2005/20/0", "title": "Point-Based Graphics 2005", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpr/2002/1695/1/169510079", "title": "Modeling Shape and Topology of 3D Images of Biological Specimens", "doi": null, "abstractUrl": "/proceedings-article/icpr/2002/169510079/12OmNBqv2e4", "parentPublication": { "id": "proceedings/icpr/2002/1695/1", "title": "Proceedings of 16th International Conference on Pattern Recognition", "__typename": "ParentPublication" }, "__typename": 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integral Monte Carlo results", "doi": null, "abstractUrl": "/proceedings-article/visual/1994/00346337/12OmNscOUa6", "parentPublication": { "id": "proceedings/visual/1994/6627/0", "title": "Proceedings Visualization '94", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/isvd/2009/3781/0/05362429", "title": "Geometry and Morphology of the Cosmic Web: Analyzing Spatial Patterns in the Universe", "doi": null, "abstractUrl": "/proceedings-article/isvd/2009/05362429/12OmNvjgWux", "parentPublication": { "id": "proceedings/isvd/2009/3781/0", "title": "2009 Sixth International Symposium on Voronoi Diagrams", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icdar/2011/4520/0/4520a344", "title": "alpha-Shape Based Classification with Applications to Optical Character Recognition", "doi": null, "abstractUrl": "/proceedings-article/icdar/2011/4520a344/12OmNyL0TNw", "parentPublication": { "id": 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{ "proceeding": { "id": "12OmNxuXcvJ", "title": "2016 Seventh International Green and Sustainable Computing Conference (IGSC)", "acronym": "igsc", "groupId": "1800207", "volume": "0", "displayVolume": "0", "year": "2016", "__typename": "ProceedingType" }, "article": { "id": "12OmNxGja5m", "doi": "10.1109/IGCC.2016.7892591", "title": "On the properties of data migration based on topology pattern keeping on cache hierarchy", "normalizedTitle": "On the properties of data migration based on topology pattern keeping on cache hierarchy", "abstract": "For any data in memory, the neighborhood of data contains the relations(such as order relations) between these data that have some topology patterns. These patterns provide a base for the time or spatial locality that can be used to improve the data access latency. When the data are migrated to cache hierarchy, these topology patterns should be kept well so as to build a just in-time locality environment on the higher levels in the cache hierarchy. High quality data locality environment means high data access performance and low energy cost. Thus, in this paper, we investigate the conditions under which to keep topology patterns in migrating data on-chip.", "abstracts": [ { "abstractType": "Regular", "content": "For any data in memory, the neighborhood of data contains the relations(such as order relations) between these data that have some topology patterns. These patterns provide a base for the time or spatial locality that can be used to improve the data access latency. When the data are migrated to cache hierarchy, these topology patterns should be kept well so as to build a just in-time locality environment on the higher levels in the cache hierarchy. High quality data locality environment means high data access performance and low energy cost. Thus, in this paper, we investigate the conditions under which to keep topology patterns in migrating data on-chip.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "For any data in memory, the neighborhood of data contains the relations(such as order relations) between these data that have some topology patterns. These patterns provide a base for the time or spatial locality that can be used to improve the data access latency. When the data are migrated to cache hierarchy, these topology patterns should be kept well so as to build a just in-time locality environment on the higher levels in the cache hierarchy. High quality data locality environment means high data access performance and low energy cost. Thus, in this paper, we investigate the conditions under which to keep topology patterns in migrating data on-chip.", "fno": "07892591", "keywords": [ "Cache Storage", "Data Handling", "Topology", "Data Migration", "Topology Pattern Keeping", "Cache Hierarchy", "Data Access Latency Improvement", "Just In Time Locality Environment", "Data Locality", "Topology", "Indexes", "Genetics", "Electronic Mail", "Computers", "System On Chip", "Linearity", "Topology Pattern", "Percolation Data Migration", "Just In Time Locality" ], "authors": [ { "affiliation": "School of Computer and Information Technology of Beijing Jiaotong University, 100044, China", "fullName": "Jiuchuan Hu", "givenName": "Jiuchuan", "surname": "Hu", "__typename": "ArticleAuthorType" }, { "affiliation": "State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, 100190, China", "fullName": "Dongrui Fan", "givenName": "Dongrui", "surname": "Fan", "__typename": "ArticleAuthorType" }, { "affiliation": "Institutes of Information Engineering, Chinese Academy of Science, Beijing, 100093, China", "fullName": "Danping Li", "givenName": "Danping", "surname": "Li", "__typename": "ArticleAuthorType" }, { "affiliation": "State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, 100190, China", "fullName": "Long Yan", "givenName": "Long", "surname": "Yan", "__typename": "ArticleAuthorType" }, { "affiliation": "State Key Lab. of Comput. Archit., Inst. of Comput. Technol., Beijing, China", "fullName": "Xiaochun Ye", "givenName": "Xiaochun", "surname": "Ye", "__typename": "ArticleAuthorType" } ], "idPrefix": "igsc", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2016-01-01T00:00:00", "pubType": "proceedings", "pages": "1-4", "year": "2016", "issn": null, "isbn": "978-1-5090-5117-5", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "07892590", "articleId": "12OmNqBtj7n", "__typename": "AdjacentArticleType" }, "next": { "fno": "07892592", "articleId": "12OmNAObbBL", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/nocs/2008/3098/0/3098a055", "title": "ReNoC: A Network-on-Chip Architecture with Reconfigurable Topology", "doi": null, "abstractUrl": "/proceedings-article/nocs/2008/3098a055/12OmNC943EG", "parentPublication": { "id": "proceedings/nocs/2008/3098/0", "title": "2008 2nd ACM/IEEE International Symposium on Networks-on-Chip (NOCS '08)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/igsc/2016/5117/0/07892590", "title": "A Percolation Data Migration Schema in a hybrid Cache Hierarchy", "doi": null, "abstractUrl": "/proceedings-article/igsc/2016/07892590/12OmNqBtj7n", "parentPublication": { "id": "proceedings/igsc/2016/5117/0", "title": "2016 Seventh International Green and Sustainable Computing Conference (IGSC)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/micro/2013/2638/0/07847617", "title": "A locality-aware memory hierarchy for energy-efficient GPU architectures", "doi": null, "abstractUrl": "/proceedings-article/micro/2013/07847617/12OmNrkjVhQ", "parentPublication": { "id": "proceedings/micro/2013/2638/0", "title": "2013 46th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cgo/2013/5524/0/06495009", "title": "Locality-aware mapping and scheduling for multicores", "doi": null, "abstractUrl": "/proceedings-article/cgo/2013/06495009/12OmNwAt1EK", "parentPublication": { "id": "proceedings/cgo/2013/5524/0", "title": "2013 IEEE/ACM International Symposium on Code Generation and Optimization (CGO)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpads/2008/3434/0/3434a689", "title": "A Quantitative Study of the On-Chip Network and Memory Hierarchy Design for Many-Core Processor", "doi": null, "abstractUrl": "/proceedings-article/icpads/2008/3434a689/12OmNwcl7JF", "parentPublication": { "id": "proceedings/icpads/2008/3434/0", "title": "2008 14th IEEE International Conference on Parallel and Distributed Systems", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/dac/2004/2501/0/25010914", "title": "SUNMAP: A Tool for Automatic Topology Selection and Generation for NoCs", "doi": null, "abstractUrl": "/proceedings-article/dac/2004/25010914/12OmNwekjvB", "parentPublication": { "id": "proceedings/dac/2004/2501/0", "title": "Design Automation Conference", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/trustcom-bigdatase-i-spa/2016/3205/0/07847120", "title": "Locality Protected Dynamic Cache Allocation Scheme on GPUs", "doi": null, "abstractUrl": "/proceedings-article/trustcom-bigdatase-i-spa/2016/07847120/12OmNyKJifU", "parentPublication": { "id": "proceedings/trustcom-bigdatase-i-spa/2016/3205/0", "title": "2016 IEEE Trustcom/BigDataSE/I​SPA", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ipdpsw/2012/4676/0/4676c061", "title": "Xtorus: An Extended Torus Topology for On-Chip Massive Data Communication", "doi": null, "abstractUrl": 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{ "proceeding": { "id": "12OmNx2QUDD", "title": "2015 International Conference on 3D Vision (3DV)", "acronym": "3dv", "groupId": "1800494", "volume": "0", "displayVolume": "0", "year": "2015", "__typename": "ProceedingType" }, "article": { "id": "12OmNqHItNn", "doi": "10.1109/3DV.2015.48", "title": "Automatic Indoor 3D Surface Reconstruction with Segmented Building and Object Elements", "normalizedTitle": "Automatic Indoor 3D Surface Reconstruction with Segmented Building and Object Elements", "abstract": "Automatic generation of 3D indoor building models is important for applications in augmented and virtual reality, indoor navigation, and building simulation software. This paper presents a method to generate high-detail watertight models from laser range data taken by an ambulatory scanning device. Our approach can be used to segment the permanent structure of the building from the objects within the building. We use distinct techniques to mesh the building structure and the objects to efficiently represent large planar surfaces, such as walls and floors, while still preserving the fine detail of segmented objects, such as furniture or light fixtures. Our approach is scalable enough to be applied on large models composed of several dozen rooms, spanning over 14,000 square feet. We experimentally verify this method on several datasets from diverse building environments.", "abstracts": [ { "abstractType": "Regular", "content": "Automatic generation of 3D indoor building models is important for applications in augmented and virtual reality, indoor navigation, and building simulation software. This paper presents a method to generate high-detail watertight models from laser range data taken by an ambulatory scanning device. Our approach can be used to segment the permanent structure of the building from the objects within the building. We use distinct techniques to mesh the building structure and the objects to efficiently represent large planar surfaces, such as walls and floors, while still preserving the fine detail of segmented objects, such as furniture or light fixtures. Our approach is scalable enough to be applied on large models composed of several dozen rooms, spanning over 14,000 square feet. We experimentally verify this method on several datasets from diverse building environments.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Automatic generation of 3D indoor building models is important for applications in augmented and virtual reality, indoor navigation, and building simulation software. This paper presents a method to generate high-detail watertight models from laser range data taken by an ambulatory scanning device. Our approach can be used to segment the permanent structure of the building from the objects within the building. We use distinct techniques to mesh the building structure and the objects to efficiently represent large planar surfaces, such as walls and floors, while still preserving the fine detail of segmented objects, such as furniture or light fixtures. Our approach is scalable enough to be applied on large models composed of several dozen rooms, spanning over 14,000 square feet. We experimentally verify this method on several datasets from diverse building environments.", "fno": "8332a362", "keywords": [ "Buildings", "Solid Modeling", "Geometry", "Three Dimensional Displays", "Sensors", "Surface Reconstruction", "Octrees", "Floorplan", "Surface Reconstruction", "Li DAR", "Indoor Modeling" ], "authors": [ { "affiliation": null, "fullName": "Eric Turner", "givenName": "Eric", "surname": "Turner", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Avideh Zakhor", "givenName": "Avideh", "surname": "Zakhor", "__typename": "ArticleAuthorType" } ], "idPrefix": "3dv", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2015-10-01T00:00:00", "pubType": "proceedings", "pages": "362-370", "year": "2015", "issn": null, "isbn": "978-1-4673-8332-5", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "8332a353", "articleId": "12OmNxE2mVZ", "__typename": "AdjacentArticleType" }, "next": { "fno": "8332a371", "articleId": "12OmNvoWV1f", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/icdcs/2015/7214/0/7214a001", "title": "Crowd Map: Accurate Reconstruction of Indoor Floor Plans from Crowdsourced Sensor-Rich Videos", "doi": null, "abstractUrl": "/proceedings-article/icdcs/2015/7214a001/12OmNB1wkGc", "parentPublication": { "id": "proceedings/icdcs/2015/7214/0", "title": "2015 IEEE 35th International Conference on Distributed Computing Systems (ICDCS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccv/2017/1032/0/1032c372", "title": "PolyFit: Polygonal Surface Reconstruction from Point Clouds", "doi": null, "abstractUrl": "/proceedings-article/iccv/2017/1032c372/12OmNBRKwBF", "parentPublication": { "id": "proceedings/iccv/2017/1032/0", "title": "2017 IEEE International Conference on Computer Vision (ICCV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icde/2014/2555/0/06816739", "title": "Constructing indoor navigation systems from digital building information", "doi": null, "abstractUrl": "/proceedings-article/icde/2014/06816739/12OmNvEQsg3", "parentPublication": { "id": "proceedings/icde/2014/2555/0", "title": "2014 IEEE 30th International Conference on Data Engineering (ICDE)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/3dv/2017/2610/0/261001a412", "title": "Hierarchical Surface Prediction for 3D Object Reconstruction", "doi": null, "abstractUrl": "/proceedings-article/3dv/2017/261001a412/12OmNy4r3YL", "parentPublication": { "id": "proceedings/3dv/2017/2610/0", "title": "2017 International Conference on 3D Vision (3DV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/3dv/2014/7000/2/7000b103", "title": "Interactive Mapping of Indoor Building Structures through Mobile Devices", "doi": null, "abstractUrl": "/proceedings-article/3dv/2014/7000b103/12OmNyGtjhU", "parentPublication": { "id": null, "title": null, "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccv/2009/4420/0/05459145", "title": "Reconstructing building interiors from images", "doi": null, "abstractUrl": "/proceedings-article/iccv/2009/05459145/12OmNznkKeh", "parentPublication": { "id": "proceedings/iccv/2009/4420/0", "title": "2009 IEEE 12th International Conference on Computer Vision (ICCV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tp/2020/06/08630046", "title": "Hierarchical Surface Prediction", "doi": null, "abstractUrl": "/journal/tp/2020/06/08630046/17D45Xcttk2", "parentPublication": { "id": "trans/tp", "title": "IEEE Transactions on Pattern Analysis & Machine Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccv/2021/2812/0/281200m2971", "title": "Planar Surface Reconstruction from Sparse Views", "doi": null, "abstractUrl": "/proceedings-article/iccv/2021/281200m2971/1BmLppICsyA", "parentPublication": { "id": "proceedings/iccv/2021/2812/0", "title": "2021 IEEE/CVF International Conference on Computer Vision (ICCV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tp/5555/01/09844250", "title": "Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation of Indoor Scenes", "doi": null, "abstractUrl": "/journal/tp/5555/01/09844250/1FnqTVYetzy", "parentPublication": { "id": "trans/tp", "title": "IEEE Transactions on Pattern Analysis & Machine Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/3dv/2019/3131/0/313100a553", "title": "Surface Reconstruction from 3D Line Segments", "doi": null, "abstractUrl": "/proceedings-article/3dv/2019/313100a553/1ezRDwCMQNO", "parentPublication": { "id": "proceedings/3dv/2019/3131/0", "title": "2019 International Conference on 3D Vision (3DV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNAo45Ck", "title": "Proceedings 10th International Conference on Pattern Recognition", "acronym": "icpr", "groupId": "1000545", "volume": "1", "displayVolume": "1", "year": "1990", "__typename": "ProceedingType" }, "article": { "id": "12OmNwErpUT", "doi": "10.1109/ICPR.1990.118071", "title": "Variations on regularization", "normalizedTitle": "Variations on regularization", "abstract": "Regularization has become an important tool for solving many ill-posed problems in approximation theory-for example, in computer vision-including surface reconstruction, optical flow, and shape from shading. The authors attempt to determine whether the approach taken in regularization is always the correct one, and to what extent the results of regularization are reliable. They consider as an example a case in which regularization has been used to reconstruct a surface from sparse data, and attempt to determine how strongly the height of the surface at a certain point can be relied upon. These questions are answered by defining a probability distribution on the class of surfaces considered, and computing its expectation and variance. The variance can be used, for instance, to construct a safety strip around the interpolated surface that should not be entered if collision with the surface is to be avoided.<>", "abstracts": [ { "abstractType": "Regular", "content": "Regularization has become an important tool for solving many ill-posed problems in approximation theory-for example, in computer vision-including surface reconstruction, optical flow, and shape from shading. The authors attempt to determine whether the approach taken in regularization is always the correct one, and to what extent the results of regularization are reliable. They consider as an example a case in which regularization has been used to reconstruct a surface from sparse data, and attempt to determine how strongly the height of the surface at a certain point can be relied upon. These questions are answered by defining a probability distribution on the class of surfaces considered, and computing its expectation and variance. The variance can be used, for instance, to construct a safety strip around the interpolated surface that should not be entered if collision with the surface is to be avoided.<>", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Regularization has become an important tool for solving many ill-posed problems in approximation theory-for example, in computer vision-including surface reconstruction, optical flow, and shape from shading. The authors attempt to determine whether the approach taken in regularization is always the correct one, and to what extent the results of regularization are reliable. They consider as an example a case in which regularization has been used to reconstruct a surface from sparse data, and attempt to determine how strongly the height of the surface at a certain point can be relied upon. These questions are answered by defining a probability distribution on the class of surfaces considered, and computing its expectation and variance. The variance can be used, for instance, to construct a safety strip around the interpolated surface that should not be entered if collision with the surface is to be avoided.", "fno": "00118071", "keywords": [ "Approximation Theory", "Pattern Recognition", "Picture Processing", "Shape Reconstruction", "Shape From Shading", "Interpolation", "Regularization", "Ill Posed Problems", "Approximation Theory", "Computer Vision", "Surface Reconstruction", "Optical Flow", "Probability Distribution", "Surface Reconstruction", "Image Reconstruction", "Image Motion Analysis", "Shape", "Computer Science", "Approximation Methods", "Computer Vision", "Probability Distribution", "Distributed Computing", "Image Processing" ], "authors": [ { "affiliation": "Dept. of Comput. Sci., Hebrew Univ. of Jerusalem, Israel", "fullName": "D. Keren", "givenName": "D.", "surname": "Keren", "__typename": "ArticleAuthorType" }, { "affiliation": "Dept. of Comput. Sci., Hebrew Univ. of Jerusalem, Israel", "fullName": "M. Werman", "givenName": "M.", "surname": "Werman", "__typename": "ArticleAuthorType" } ], "idPrefix": "icpr", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "1990-01-01T00:00:00", "pubType": "proceedings", "pages": "93,94,95,96,97,98", "year": "1990", "issn": null, "isbn": null, "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "00118070", "articleId": "12OmNzUxO6U", "__typename": "AdjacentArticleType" }, "next": { "fno": "00118072", "articleId": "12OmNxR5UM2", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/cvpr/2012/1226/0/199O2B02", "title": "Curvature-based regularization for surface approximation", "doi": null, "abstractUrl": "/proceedings-article/cvpr/2012/199O2B02/12OmNAlvHUj", "parentPublication": { "id": "proceedings/cvpr/2012/1226/0", "title": "2012 IEEE Conference on Computer Vision and Pattern Recognition", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icme/2004/8603/1/01394143", "title": "Regular 3D mesh reconstruction based on cylindrical mapping", "doi": null, "abstractUrl": "/proceedings-article/icme/2004/01394143/12OmNCeaPSH", "parentPublication": { "id": "proceedings/icme/2004/8603/1", "title": "2004 IEEE International Conference on Multimedia and Expo (ICME)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/2011/0394/0/05995427", "title": "Least squares surface reconstruction from gradients: Direct algebraic methods with spectral, Tikhonov, and constrained regularization", "doi": null, "abstractUrl": "/proceedings-article/cvpr/2011/05995427/12OmNy3Agnu", "parentPublication": { "id": "proceedings/cvpr/2011/0394/0", "title": "CVPR 2011", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpr/1990/2062/1/00118194", "title": "Edge detection with iteratively refined regularization", "doi": null, "abstractUrl": "/proceedings-article/icpr/1990/00118194/12OmNzdoMzK", "parentPublication": { "id": "proceedings/icpr/1990/2062/1", "title": "Proceedings 10th International Conference on Pattern Recognition", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpr/1994/6265/1/00576288", "title": "Reconstruction of multiple overlapping surfaces via standard regularization techniques", "doi": null, "abstractUrl": "/proceedings-article/icpr/1994/00576288/12OmNzkMlLI", "parentPublication": { "id": "proceedings/icpr/1994/6265/1", "title": "Proceedings of 12th International Conference on Pattern Recognition", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tp/1993/05/i0492", "title": "Edge Detection and Surface Reconstruction Using Refined Regularization", "doi": null, "abstractUrl": "/journal/tp/1993/05/i0492/13rRUxC0SF0", "parentPublication": { "id": "trans/tp", "title": "IEEE Transactions on Pattern Analysis & Machine Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tp/1993/10/i0982", "title": "Probabilistic Analysis of Regularization", "doi": null, "abstractUrl": "/journal/tp/1993/10/i0982/13rRUxNmPEM", "parentPublication": { "id": "trans/tp", "title": "IEEE Transactions on Pattern Analysis & Machine Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2016/06/07167718", "title": "Image-Based Building Regularization Using Structural Linear Features", "doi": null, "abstractUrl": "/journal/tg/2016/06/07167718/13rRUy0qnGo", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/wacv/2020/6553/0/09093533", "title": "Robust Template-Based Non-Rigid Motion Tracking Using Local Coordinate Regularization", "doi": null, "abstractUrl": "/proceedings-article/wacv/2020/09093533/1jPbs0rPdC0", "parentPublication": { "id": "proceedings/wacv/2020/6553/0", "title": "2020 IEEE Winter Conference on Applications of Computer Vision (WACV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2021/06/09339892", "title": "Digital Surface Regularization With Guarantees", "doi": null, "abstractUrl": "/journal/tg/2021/06/09339892/1qLhYrSA4ve", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNBDyAaZ", "title": "2015 IEEE International Conference on Computer Vision (ICCV)", "acronym": "iccv", "groupId": "1000149", "volume": "0", "displayVolume": "0", "year": "2015", "__typename": "ProceedingType" }, "article": { "id": "12OmNzTppyj", "doi": "10.1109/ICCV.2015.242", "title": "Higher-Order CRF Structural Segmentation of 3D Reconstructed Surfaces", "normalizedTitle": "Higher-Order CRF Structural Segmentation of 3D Reconstructed Surfaces", "abstract": "In this paper, we propose a structural segmentation algorithm to partition multi-view stereo reconstructed surfaces of large-scale urban environments into structural segments. Each segment corresponds to a structural component describable by a surface primitive of up to the second order. This segmentation is for use in subsequent urban object modeling, vectorization, and recognition. To overcome the high geometrical and topological noise levels in the 3D reconstructed urban surfaces, we formulate the structural segmentation as a higher-order Conditional Random Field (CRF) labeling problem. It not only incorporates classical lower-order 2D and 3D local cues, but also encodes contextual geometric regularities to disambiguate the noisy local cues. A general higher-order CRF is difficult to solve. We develop a bottom-up progressive approach through a patch-based surface representation, which iteratively evolves from the initial mesh triangles to the final segmentation. Each iteration alternates between performing a prior discovery step, which finds the contextual regularities of the patch-based representation, and an inference step that leverages the regularities as higher-order priors to construct a more stable and regular segmentation. The efficiency and robustness of the proposed method is extensively demonstrated on real reconstruction models, yielding significantly better performance than classical mesh segmentation methods.", "abstracts": [ { "abstractType": "Regular", "content": "In this paper, we propose a structural segmentation algorithm to partition multi-view stereo reconstructed surfaces of large-scale urban environments into structural segments. Each segment corresponds to a structural component describable by a surface primitive of up to the second order. This segmentation is for use in subsequent urban object modeling, vectorization, and recognition. To overcome the high geometrical and topological noise levels in the 3D reconstructed urban surfaces, we formulate the structural segmentation as a higher-order Conditional Random Field (CRF) labeling problem. It not only incorporates classical lower-order 2D and 3D local cues, but also encodes contextual geometric regularities to disambiguate the noisy local cues. A general higher-order CRF is difficult to solve. We develop a bottom-up progressive approach through a patch-based surface representation, which iteratively evolves from the initial mesh triangles to the final segmentation. Each iteration alternates between performing a prior discovery step, which finds the contextual regularities of the patch-based representation, and an inference step that leverages the regularities as higher-order priors to construct a more stable and regular segmentation. The efficiency and robustness of the proposed method is extensively demonstrated on real reconstruction models, yielding significantly better performance than classical mesh segmentation methods.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "In this paper, we propose a structural segmentation algorithm to partition multi-view stereo reconstructed surfaces of large-scale urban environments into structural segments. Each segment corresponds to a structural component describable by a surface primitive of up to the second order. This segmentation is for use in subsequent urban object modeling, vectorization, and recognition. To overcome the high geometrical and topological noise levels in the 3D reconstructed urban surfaces, we formulate the structural segmentation as a higher-order Conditional Random Field (CRF) labeling problem. It not only incorporates classical lower-order 2D and 3D local cues, but also encodes contextual geometric regularities to disambiguate the noisy local cues. A general higher-order CRF is difficult to solve. We develop a bottom-up progressive approach through a patch-based surface representation, which iteratively evolves from the initial mesh triangles to the final segmentation. Each iteration alternates between performing a prior discovery step, which finds the contextual regularities of the patch-based representation, and an inference step that leverages the regularities as higher-order priors to construct a more stable and regular segmentation. The efficiency and robustness of the proposed method is extensively demonstrated on real reconstruction models, yielding significantly better performance than classical mesh segmentation methods.", "fno": "8391c093", "keywords": [ "Labeling", "Image Reconstruction", "Three Dimensional Displays", "Surface Reconstruction", "Image Segmentation", "Face", "Image Edge Detection" ], "authors": [ { "affiliation": null, "fullName": "Jingbo Liu", "givenName": "Jingbo", "surname": "Liu", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Jinglu Wang", "givenName": "Jinglu", "surname": "Wang", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Tian Fang", "givenName": "Tian", "surname": "Fang", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Chiew-Lan Tai", "givenName": "Chiew-Lan", "surname": "Tai", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Long Quan", "givenName": "Long", "surname": "Quan", "__typename": "ArticleAuthorType" } ], "idPrefix": "iccv", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2015-12-01T00:00:00", "pubType": "proceedings", "pages": "2093-2101", "year": "2015", "issn": "2380-7504", "isbn": "978-1-4673-8391-2", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "8391c084", "articleId": "12OmNyuPL3L", "__typename": "AdjacentArticleType" }, "next": { "fno": "8391c102", "articleId": "12OmNwDACeY", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/das/2014/3244/0/3244a287", "title": "Empirical Evaluation of CRF-Based Bibliography Extraction from Reference Strings", "doi": null, "abstractUrl": "/proceedings-article/das/2014/3244a287/12OmNBpVPVT", "parentPublication": { "id": "proceedings/das/2014/3244/0", "title": "2014 11th IAPR International Workshop on Document Analysis Systems (DAS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/2017/0457/0/0457g630", "title": "3D Shape Segmentation with Projective Convolutional Networks", "doi": null, "abstractUrl": "/proceedings-article/cvpr/2017/0457g630/12OmNBtCCEi", "parentPublication": { "id": "proceedings/cvpr/2017/0457/0", "title": "2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icdar/2017/3586/4/08270251", "title": "PyStruct Extension for Typed CRF Graphs", "doi": null, "abstractUrl": "/proceedings-article/icdar/2017/08270251/12OmNCdk2LG", "parentPublication": { "id": "icdar/2017/3586/4", "title": "2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": 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model with contrast and interest-region terms", "doi": null, "abstractUrl": "/proceedings-article/cvprw/2012/06239240/12OmNxTmHKG", "parentPublication": { "id": "proceedings/cvprw/2012/1611/0", "title": "2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icdar/2011/4520/0/4520b215", "title": "A CRF Based Scheme for Overlapping Multi-colored Text Graphics Separation", "doi": null, "abstractUrl": "/proceedings-article/icdar/2011/4520b215/12OmNxWuilk", "parentPublication": { "id": "proceedings/icdar/2011/4520/0", "title": "2011 International Conference on Document Analysis and Recognition", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/wacv/2015/6683/0/6683b046", "title": "Motion Segmentation of Truncated Signed Distance Function Based Volumetric Surfaces", "doi": null, "abstractUrl": "/proceedings-article/wacv/2015/6683b046/12OmNzC5SPW", "parentPublication": { "id": "proceedings/wacv/2015/6683/0", "title": "2015 IEEE Winter Conference on Applications of Computer Vision (WACV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/3dimpvt/2011/4369/0/4369a156", "title": "Higher Order CRF for Surface Reconstruction from Multi-view Data Sets", "doi": null, "abstractUrl": "/proceedings-article/3dimpvt/2011/4369a156/12OmNzYwc3W", "parentPublication": { "id": "proceedings/3dimpvt/2011/4369/0", "title": "2011 International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tp/2020/04/08669959", "title": "Efficient Graph Cut Optimization for Full CRFs with Quantized Edges", "doi": null, "abstractUrl": "/journal/tp/2020/04/08669959/18wJ3MVaVri", "parentPublication": { "id": "trans/tp", "title": "IEEE Transactions on Pattern Analysis & Machine Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNAo45Ck", "title": "Proceedings 10th International Conference on Pattern Recognition", "acronym": "icpr", "groupId": "1000545", "volume": "1", "displayVolume": "1", "year": "1990", "__typename": "ProceedingType" }, "article": { "id": "12OmNzdoMzK", "doi": "10.1109/ICPR.1990.118194", "title": "Edge detection with iteratively refined regularization", "normalizedTitle": "Edge detection with iteratively refined regularization", "abstract": "An approach to edge detection problems using regularization theory is presented. The energy functional in the standard regularization has been modified to control the smoothness over the image spatially in order to obtain accurate location of edges. An algorithm which iteratively improves the solution in discontinuous regions by updating the space-varying regularization parameter has been developed. The regularization parameter is controlled by features extracted from the error signal between the regularized solution obtained in the previous iteration and the image data. The algorithm smooths the noisy image without degrading discontinuities. It offers computational advantages and an efficient alternative to existing algorithms for edge detection and for surface reconstruction. The application of the proposed algorithm to various synthetic and real images is discussed.<>", "abstracts": [ { "abstractType": "Regular", "content": "An approach to edge detection problems using regularization theory is presented. The energy functional in the standard regularization has been modified to control the smoothness over the image spatially in order to obtain accurate location of edges. An algorithm which iteratively improves the solution in discontinuous regions by updating the space-varying regularization parameter has been developed. The regularization parameter is controlled by features extracted from the error signal between the regularized solution obtained in the previous iteration and the image data. The algorithm smooths the noisy image without degrading discontinuities. It offers computational advantages and an efficient alternative to existing algorithms for edge detection and for surface reconstruction. The application of the proposed algorithm to various synthetic and real images is discussed.<>", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "An approach to edge detection problems using regularization theory is presented. The energy functional in the standard regularization has been modified to control the smoothness over the image spatially in order to obtain accurate location of edges. An algorithm which iteratively improves the solution in discontinuous regions by updating the space-varying regularization parameter has been developed. The regularization parameter is controlled by features extracted from the error signal between the regularized solution obtained in the previous iteration and the image data. The algorithm smooths the noisy image without degrading discontinuities. It offers computational advantages and an efficient alternative to existing algorithms for edge detection and for surface reconstruction. The application of the proposed algorithm to various synthetic and real images is discussed.", "fno": "00118194", "keywords": [ "Filtering And Prediction Theory", "Iterative Methods", "Pattern Recognition", "Synthetic Images", "Edge Detection", "Regularization Theory", "Energy Functional", "Smoothness", "Space Varying Regularization Parameter", "Surface Reconstruction", "Real Images", "Image Edge Detection", "Curve Fitting", "Iterative Algorithms", "Degradation", "Surface Reconstruction", "Image Reconstruction", "Low Pass Filters", "Signal To Noise Ratio", "Optical Filters", "Optical Computing" ], "authors": [ { "affiliation": "Dept. of Electr. Eng., Pittsburgh Univ., PA, USA", "fullName": "M. Gokmen", "givenName": "M.", "surname": "Gokmen", "__typename": "ArticleAuthorType" }, { "affiliation": "Dept. of Electr. Eng., Pittsburgh Univ., PA, USA", "fullName": "C.C. Li", "givenName": "C.C.", "surname": "Li", "__typename": "ArticleAuthorType" } ], "idPrefix": "icpr", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "1990-01-01T00:00:00", "pubType": "proceedings", "pages": "690,691,692,693", "year": "1990", "issn": null, "isbn": null, "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "00118193", "articleId": "12OmNvjgWNW", "__typename": "AdjacentArticleType" }, "next": { "fno": "00118195", "articleId": "12OmNwswg4q", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/wacv/2017/4822/0/07926643", "title": "Solving Robust Regularization Problems Using Iteratively Re-weighted Least Squares", "doi": null, "abstractUrl": "/proceedings-article/wacv/2017/07926643/12OmNvDI3HU", "parentPublication": { "id": "proceedings/wacv/2017/4822/0", "title": "2017 IEEE 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"ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ncvpripg/2011/4599/0/4599a114", "title": "Image Restoration: An Edge Detection Based Regularization", "doi": null, "abstractUrl": "/proceedings-article/ncvpripg/2011/4599a114/12OmNvrvjaY", "parentPublication": { "id": "proceedings/ncvpripg/2011/4599/0", "title": "Computer Vision, Pattern Recognition, Image Processing and Graphics, National Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/1991/2148/0/00139690", "title": "Edge detection using refined regularization", "doi": null, "abstractUrl": "/proceedings-article/cvpr/1991/00139690/12OmNwDACxf", "parentPublication": { "id": "proceedings/cvpr/1991/2148/0", "title": "Proceedings. 1991 IEEE Computer Society Conference on Computer Vision and Pattern Recognition", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": 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{ "proceeding": { "id": "12OmNvlxJwU", "title": "Proceedings of 12th International Conference on Pattern Recognition", "acronym": "icpr", "groupId": "1000545", "volume": "1", "displayVolume": "0", "year": "1994", "__typename": "ProceedingType" }, "article": { "id": "12OmNzkMlLI", "doi": "10.1109/ICPR.1994.576288", "title": "Reconstruction of multiple overlapping surfaces via standard regularization techniques", "normalizedTitle": "Reconstruction of multiple overlapping surfaces via standard regularization techniques", "abstract": "A fundamental extension of the standard regularization technique is proposed for making data approximations using multivalued functions which are essential for solving the transparency problems in computational vision. Conventional standard regularization techniques can approximate scattered data by using a single-valued function which is smooth everywhere in the domain. However, to incorporate discontinuities of the functions, it is necessary to introduce the line process or an equivalent technique to break the coherence or smoothness of the approximating functions. Multilayer representations have been used in reconstruction of multiple overlapping surfaces. However this technique should incorporate auxiliary fields for segmenting given data. Furthermore, these two different approaches both have the difficulty implementing optimizations of their energy functionals since they always become nonquadratic, nonconvex minimization problems with respect to an unknown surface and auxiliary field parameters. This paper shows that by using a direct representation of multivalued functions, data approximation made using a multivalued function can be reduced to minimizations of a single quadratic convex functional. Therefore, since the Euler-Lagrange equation of the functional becomes linear in this case, it is possible to benefit from simple relaxation techniques of guaranteed convergence to the optimal solution.", "abstracts": [ { "abstractType": "Regular", "content": "A fundamental extension of the standard regularization technique is proposed for making data approximations using multivalued functions which are essential for solving the transparency problems in computational vision. Conventional standard regularization techniques can approximate scattered data by using a single-valued function which is smooth everywhere in the domain. However, to incorporate discontinuities of the functions, it is necessary to introduce the line process or an equivalent technique to break the coherence or smoothness of the approximating functions. Multilayer representations have been used in reconstruction of multiple overlapping surfaces. However this technique should incorporate auxiliary fields for segmenting given data. Furthermore, these two different approaches both have the difficulty implementing optimizations of their energy functionals since they always become nonquadratic, nonconvex minimization problems with respect to an unknown surface and auxiliary field parameters. This paper shows that by using a direct representation of multivalued functions, data approximation made using a multivalued function can be reduced to minimizations of a single quadratic convex functional. Therefore, since the Euler-Lagrange equation of the functional becomes linear in this case, it is possible to benefit from simple relaxation techniques of guaranteed convergence to the optimal solution.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "A fundamental extension of the standard regularization technique is proposed for making data approximations using multivalued functions which are essential for solving the transparency problems in computational vision. Conventional standard regularization techniques can approximate scattered data by using a single-valued function which is smooth everywhere in the domain. However, to incorporate discontinuities of the functions, it is necessary to introduce the line process or an equivalent technique to break the coherence or smoothness of the approximating functions. Multilayer representations have been used in reconstruction of multiple overlapping surfaces. However this technique should incorporate auxiliary fields for segmenting given data. Furthermore, these two different approaches both have the difficulty implementing optimizations of their energy functionals since they always become nonquadratic, nonconvex minimization problems with respect to an unknown surface and auxiliary field parameters. This paper shows that by using a direct representation of multivalued functions, data approximation made using a multivalued function can be reduced to minimizations of a single quadratic convex functional. Therefore, since the Euler-Lagrange equation of the functional becomes linear in this case, it is possible to benefit from simple relaxation techniques of guaranteed convergence to the optimal solution.", "fno": "00576288", "keywords": [ "Image Reconstruction", "Multiple Overlapping Surface Reconstruction", "Regularization Techniques", "Data Approximations", "Multivalued Functions", "Transparency Problems", "Computational Vision", "Single Valued Function", "Corporate Function Discontinuities", "Multilayer Representations", "Auxiliary Fields", "Data Segmentation", "Nonquadratic Nonconvex Minimization Problems", "Data Approximation", "Single Quadratic Convex Functional Minimization", "Euler Lagrange Equation", "Simple Relaxation Techniques", "Surface Reconstruction", "Image Reconstruction", "Equations", "Telecommunication Standards", "Optical Scattering", "Inverse Problems", "Optimization Methods", "Humans", "Information Processing", "Laboratories" ], "authors": [ { "affiliation": "ATR Human Inf. Processing Res. Labs., Kyoto, Japan", "fullName": "M. Shizawa", "givenName": "M.", "surname": "Shizawa", "__typename": "ArticleAuthorType" } ], "idPrefix": "icpr", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "1994-01-01T00:00:00", "pubType": "proceedings", "pages": "321,322,323,324,325", "year": "1994", "issn": null, "isbn": null, "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "00576287", "articleId": "12OmNAYoKvF", "__typename": "AdjacentArticleType" }, "next": { "fno": "00576289", "articleId": "12OmNyL0Tr2", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/icip/1997/8183/1/81831185", "title": "Preconditioning methods for shift-variant image reconstruction", "doi": null, "abstractUrl": "/proceedings-article/icip/1997/81831185/12OmNBsLP9W", "parentPublication": { "id": "proceedings/icip/1997/8183/1", "title": "Image Processing, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpr/2010/4109/0/4109c142", "title": "Kernel-Based Implicit Regularization of Structured Objects", "doi": null, "abstractUrl": "/proceedings-article/icpr/2010/4109c142/12OmNqC2v2L", "parentPublication": { "id": "proceedings/icpr/2010/4109/0", "title": "Pattern Recognition, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/isdea/2012/4608/0/4608a270", "title": "Fourier Regularization Methods for the Cauchy Problem of an Elliptic Equation with Variable Coefficients", "doi": null, "abstractUrl": "/proceedings-article/isdea/2012/4608a270/12OmNrkBwwt", "parentPublication": { "id": "proceedings/isdea/2012/4608/0", "title": "2012 Second International Conference on Intelligent System Design and Engineering Application", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icccnt/2014/2696/0/06963146", "title": "Adaptive regularization of infrared image super-resolution reconstruction", "doi": null, "abstractUrl": "/proceedings-article/icccnt/2014/06963146/12OmNvSbBoP", "parentPublication": { "id": "proceedings/icccnt/2014/2696/0", "title": "2014 5th International Conference on Computing, Communication and Networking Technologies (ICCCNT)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/tdscen/1989/2007/0/00068111", "title": "Invariant reconstruction of visual surfaces", "doi": null, "abstractUrl": "/proceedings-article/tdscen/1989/00068111/12OmNwcCIWS", "parentPublication": { "id": "proceedings/tdscen/1989/2007/0", "title": "Proceedings. Workshop on Interpretation of 3D Scenes", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccv/2001/1143/1/00937569", "title": "Incorporating differential constraints in a 3D reconstruction process application to stereo", "doi": null, "abstractUrl": "/proceedings-article/iccv/2001/00937569/12OmNyoiYZG", "parentPublication": { "id": "proceedings/iccv/2001/1143/1", "title": "Computer Vision, IEEE International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tp/1986/04/04767807", "title": "Regularization of Inverse Visual Problems Involving Discontinuities", "doi": null, "abstractUrl": "/journal/tp/1986/04/04767807/13rRUxly8TV", "parentPublication": { "id": "trans/tp", "title": "IEEE Transactions on Pattern Analysis & Machine Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tp/1995/06/i0624", "title": "Discontinuity-Preserving and Viewpoint Invariant Reconstruction of Visible Surfaces Using a First Order Regularization", "doi": null, "abstractUrl": "/journal/tp/1995/06/i0624/13rRUyp7tXN", "parentPublication": { "id": "trans/tp", "title": "IEEE Transactions on Pattern Analysis & Machine Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccvw/2019/5023/0/502300d887", "title": "Online Regularization by Denoising with Applications to Phase Retrieval", "doi": null, "abstractUrl": "/proceedings-article/iccvw/2019/502300d887/1i5mxGJRnDa", "parentPublication": { "id": "proceedings/iccvw/2019/5023/0", "title": "2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2021/06/09339892", "title": "Digital Surface Regularization With Guarantees", "doi": null, "abstractUrl": "/journal/tg/2021/06/09339892/1qLhYrSA4ve", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "1i5mkDyiIUg", "title": "2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)", "acronym": "iccvw", "groupId": "1800041", "volume": "0", "displayVolume": "0", "year": "2019", "__typename": "ProceedingType" }, "article": { "id": "1i5mmokVwze", "doi": "10.1109/ICCVW.2019.00273", "title": "HumanMeshNet: Polygonal Mesh Recovery of Humans", "normalizedTitle": "HumanMeshNet: Polygonal Mesh Recovery of Humans", "abstract": "3D Human Body Reconstruction from a monocular image is an important problem in computer vision with applications in virtual and augmented reality platforms, animation industry, en-commerce domain, etc. While several of the existing works formulate it as a volumetric or parametric learning with complex and indirect reliance on re-projections of the mesh, we would like to focus on implicitly learning the mesh representation. To that end, we propose a novel model, HumanMeshNet, that regresses a template mesh's vertices, as well as receives a regularization by the 3D skeletal locations in a multi-branch, multi-task setup. The image to mesh vertex regression is further regularized by the neighborhood constraint imposed by mesh topology ensuring smooth surface reconstruction. The proposed paradigm can theoretically learn local surface deformations induced by body shape variations and can therefore learn high-resolution meshes going ahead. We show comparable performance with SoA (in terms of surface and joint error) with far lesser computational complexity, modeling cost and therefore real-time reconstructions on three publicly available datasets. We also show the generalizability of the proposed paradigm for a similar task of predicting hand mesh models. Given these initial results, we would like to exploit the mesh topology in an explicit manner going ahead.", "abstracts": [ { "abstractType": "Regular", "content": "3D Human Body Reconstruction from a monocular image is an important problem in computer vision with applications in virtual and augmented reality platforms, animation industry, en-commerce domain, etc. While several of the existing works formulate it as a volumetric or parametric learning with complex and indirect reliance on re-projections of the mesh, we would like to focus on implicitly learning the mesh representation. To that end, we propose a novel model, HumanMeshNet, that regresses a template mesh's vertices, as well as receives a regularization by the 3D skeletal locations in a multi-branch, multi-task setup. The image to mesh vertex regression is further regularized by the neighborhood constraint imposed by mesh topology ensuring smooth surface reconstruction. The proposed paradigm can theoretically learn local surface deformations induced by body shape variations and can therefore learn high-resolution meshes going ahead. We show comparable performance with SoA (in terms of surface and joint error) with far lesser computational complexity, modeling cost and therefore real-time reconstructions on three publicly available datasets. We also show the generalizability of the proposed paradigm for a similar task of predicting hand mesh models. Given these initial results, we would like to exploit the mesh topology in an explicit manner going ahead.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "3D Human Body Reconstruction from a monocular image is an important problem in computer vision with applications in virtual and augmented reality platforms, animation industry, en-commerce domain, etc. While several of the existing works formulate it as a volumetric or parametric learning with complex and indirect reliance on re-projections of the mesh, we would like to focus on implicitly learning the mesh representation. To that end, we propose a novel model, HumanMeshNet, that regresses a template mesh's vertices, as well as receives a regularization by the 3D skeletal locations in a multi-branch, multi-task setup. The image to mesh vertex regression is further regularized by the neighborhood constraint imposed by mesh topology ensuring smooth surface reconstruction. The proposed paradigm can theoretically learn local surface deformations induced by body shape variations and can therefore learn high-resolution meshes going ahead. We show comparable performance with SoA (in terms of surface and joint error) with far lesser computational complexity, modeling cost and therefore real-time reconstructions on three publicly available datasets. We also show the generalizability of the proposed paradigm for a similar task of predicting hand mesh models. Given these initial results, we would like to exploit the mesh topology in an explicit manner going ahead.", "fno": "502300c178", "keywords": [ "Computational Geometry", "Computer Vision", "Image Reconstruction", "Image Representation", "Image Resolution", "Learning Artificial Intelligence", "Mesh Generation", "Regression Analysis", "Solid Modelling", "Hand Mesh Models", "High Resolution Meshes", "Body Shape Variations", "Local Surface Deformations", "Smooth Surface Reconstruction", "Mesh Topology", "Mesh Vertex Regression", "Mesh Representation", "Computer Vision", "Monocular Image", "3 D Human Body Reconstruction", "Polygonal Mesh Recovery", "Human Mesh Net", "Three Dimensional Displays", "Image Reconstruction", "Shape", "Solid Modeling", "Surface Reconstruction", "Task Analysis", "Two Dimensional Displays", "3 D Human Reconstruction", "3 D Monocular Reconstruction", "Mesh Recovery", "SMPL" ], "authors": [ { "affiliation": "IIIT Hyderabad, India", "fullName": "Abbhinav Venkat", "givenName": "Abbhinav", "surname": "Venkat", "__typename": "ArticleAuthorType" }, { "affiliation": "IIIT Hyderabad, India", "fullName": "Chaitanya Patel", "givenName": "Chaitanya", "surname": "Patel", "__typename": "ArticleAuthorType" }, { "affiliation": "IIIT Hyderabad, India", "fullName": "Yudhik Agrawal", "givenName": "Yudhik", "surname": "Agrawal", "__typename": "ArticleAuthorType" }, { "affiliation": "IIIT Hyderabad, India", "fullName": "Avinash Sharma", "givenName": "Avinash", "surname": "Sharma", "__typename": "ArticleAuthorType" } ], "idPrefix": "iccvw", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2019-10-01T00:00:00", "pubType": "proceedings", "pages": "2178-2187", "year": "2019", "issn": null, "isbn": "978-1-7281-5023-9", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "502300c168", "articleId": "1i5mG3Zj3Yk", "__typename": 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null, "abstractUrl": "/proceedings-article/icme/2019/955200b690/1cdOIXuKMlq", "parentPublication": { "id": "proceedings/icme/2019/9552/0", "title": "2019 IEEE International Conference on Multimedia and Expo (ICME)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/2020/7168/0/716800c036", "title": "Mesh-Guided Multi-View Stereo With Pyramid Architecture", "doi": null, "abstractUrl": "/proceedings-article/cvpr/2020/716800c036/1m3nZpSzuaQ", "parentPublication": { "id": "proceedings/cvpr/2020/7168/0", "title": "2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/2020/7168/0/716800h052", "title": "3D Human Mesh Regression With Dense Correspondence", "doi": null, "abstractUrl": "/proceedings-article/cvpr/2020/716800h052/1m3o9diJQAw", "parentPublication": { "id": "proceedings/cvpr/2020/7168/0", "title": "2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/3dv/2021/2688/0/268800a064", "title": "GenIcoNet: Generative Icosahedral Mesh Convolutional Network", "doi": null, "abstractUrl": "/proceedings-article/3dv/2021/268800a064/1zWE3gyXOSs", "parentPublication": { "id": "proceedings/3dv/2021/2688/0", "title": "2021 International Conference on 3D Vision (3DV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNrIJqqi", "title": "Instrumentation, Measurement, Computer, Communication and Control, International Conference on", "acronym": "imccc", "groupId": "1800575", "volume": "0", "displayVolume": "0", "year": "2011", "__typename": "ProceedingType" }, "article": { "id": "12OmNwDj1aY", "doi": "10.1109/IMCCC.2011.78", "title": "Progressive Description of Video Streaming Media Based on Subjective Perception", "normalizedTitle": "Progressive Description of Video Streaming Media Based on Subjective Perception", "abstract": "Video description is a critical component in video streaming media processing and transmission. Different video data have different levels of contribution to the overall video presentation quality at the receiver side. on the premise of related work, video scene classification, visual sensitive regions(VSR) extraction and MGS(Medium Grain Scalability) encoding, a new approach to progressive description of Video Streaming Media(VSM) based on subjective perception is proposed in this paper. Frames importance according to coding key parameters and slice data importance are determined Firstly. Then VSR and important data protection are jointly considered, a new approach to progressive description of VSM adapted to network bandwidth and quality scalability is proposed. Applying MGS encoding, experimental study is performed on Mobile IP testing platform, the experimental results demonstrate that the proposed approach to progressive description of VSM could effectively protect video important data and significantly improve the video presentation quality.", "abstracts": [ { "abstractType": "Regular", "content": "Video description is a critical component in video streaming media processing and transmission. Different video data have different levels of contribution to the overall video presentation quality at the receiver side. on the premise of related work, video scene classification, visual sensitive regions(VSR) extraction and MGS(Medium Grain Scalability) encoding, a new approach to progressive description of Video Streaming Media(VSM) based on subjective perception is proposed in this paper. Frames importance according to coding key parameters and slice data importance are determined Firstly. Then VSR and important data protection are jointly considered, a new approach to progressive description of VSM adapted to network bandwidth and quality scalability is proposed. Applying MGS encoding, experimental study is performed on Mobile IP testing platform, the experimental results demonstrate that the proposed approach to progressive description of VSM could effectively protect video important data and significantly improve the video presentation quality.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Video description is a critical component in video streaming media processing and transmission. Different video data have different levels of contribution to the overall video presentation quality at the receiver side. on the premise of related work, video scene classification, visual sensitive regions(VSR) extraction and MGS(Medium Grain Scalability) encoding, a new approach to progressive description of Video Streaming Media(VSM) based on subjective perception is proposed in this paper. Frames importance according to coding key parameters and slice data importance are determined Firstly. Then VSR and important data protection are jointly considered, a new approach to progressive description of VSM adapted to network bandwidth and quality scalability is proposed. Applying MGS encoding, experimental study is performed on Mobile IP testing platform, the experimental results demonstrate that the proposed approach to progressive description of VSM could effectively protect video important data and significantly improve the video presentation quality.", "fno": "4519a283", "keywords": [ "Video Streaming Media VSM", "Subjective Perception", "Visual Sensitive Regions VSR", "Progressive Description", "MGS Encoding", "Mobile IP Testing Platform" ], "authors": [ { "affiliation": null, "fullName": "Yongsheng Liang", "givenName": "Yongsheng", "surname": "Liang", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Xu Chen", "givenName": "Xu", "surname": "Chen", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Wei Liu", "givenName": "Wei", "surname": "Liu", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Jihong Zhang", "givenName": "Jihong", "surname": "Zhang", "__typename": "ArticleAuthorType" } ], "idPrefix": "imccc", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2011-10-01T00:00:00", "pubType": "proceedings", "pages": "283-288", "year": "2011", "issn": null, "isbn": "978-0-7695-4519-6", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "4519a280", "articleId": "12OmNBWi6Lr", "__typename": "AdjacentArticleType" }, "next": { "fno": "4519a289", "articleId": "12OmNyuya6e", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/ism/2009/3890/0/3890a263", "title": "A Comprehensive Approach for Streaming 3D Progressive Meshes", "doi": null, "abstractUrl": "/proceedings-article/ism/2009/3890a263/12OmNC2xhGm", "parentPublication": { "id": "proceedings/ism/2009/3890/0", "title": "2009 11th IEEE International Symposium on Multimedia", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/apcip/2009/3699/2/3699b088", "title": "A New Method of Progressive Images Transmission Based on Lagrange Interpolation Polynomials over Finite Fields", "doi": null, "abstractUrl": "/proceedings-article/apcip/2009/3699b088/12OmNCgrD7y", "parentPublication": { "id": "proceedings/apcip/2009/3699/1", "title": "Information Processing, Asia-Pacific Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icip/1997/8183/1/81831053", "title": "Progressive image coding with spatially variable resolution", "doi": null, "abstractUrl": "/proceedings-article/icip/1997/81831053/12OmNwIHosB", "parentPublication": { "id": "proceedings/icip/1997/8183/1", "title": "Image Processing, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icip/1997/8183/3/81833575", "title": "Progressive transmission of images using block wavelet transform", "doi": null, "abstractUrl": "/proceedings-article/icip/1997/81833575/12OmNxT56CD", "parentPublication": { "id": "proceedings/icip/1997/8183/3", "title": "Proceedings of International Conference on Image Processing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icip/1997/8183/3/81833590", "title": "Wavelet packet-based progressive image transmission by prioritized subband selection and multistage quantization", "doi": null, "abstractUrl": "/proceedings-article/icip/1997/81833590/12OmNxuXcDY", "parentPublication": { "id": "proceedings/icip/1997/8183/3", "title": "Proceedings of International Conference on Image Processing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icip/1995/7310/3/73103196", "title": "Progressive video coding for storage applications", "doi": null, "abstractUrl": 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{ "proceeding": { "id": "12OmNviHKdP", "title": "2016 Ninth International Conference on Contemporary Computing (IC3)", "acronym": "ic3", "groupId": "1803947", "volume": "0", "displayVolume": "0", "year": "2016", "__typename": "ProceedingType" }, "article": { "id": "12OmNyugyM2", "doi": "10.1109/IC3.2016.7880244", "title": "Hue preserving color image enhancement using guided filter based sub image histogram equalization", "normalizedTitle": "Hue preserving color image enhancement using guided filter based sub image histogram equalization", "abstract": "The images, captured by camera, might suffer from poor contrast, saturation artefacts or improper brightness. Hence, image enhancement becomes an important step to improve the quality of image. Images are enhanced such that there is change in intensity or saturation component, keeping hue unchanged. Often, gamut problem arises when transforming from one plane to another. In this paper, the technique focusses on enhancing the contrast of low illumination images while at the same time maintaining the brightness. A function called exposure, is used in estimation of underexposed and highly underexposed images. The brightness of the input image is increased using transformation functions, which is then treated as target image so that the brightness of input image is adjusted close to target image, using histogram matching. The existing technique Exposure based Sub Image Histogram Equalization (ESIHE), is used to increase the visual quality, which is followed by guided image filter for edge smoothening. Simulation shows that this proposed technique has better contrast enhancement, brightness preservation, hue preservation and better entropy, without gamut problem.", "abstracts": [ { "abstractType": "Regular", "content": "The images, captured by camera, might suffer from poor contrast, saturation artefacts or improper brightness. Hence, image enhancement becomes an important step to improve the quality of image. Images are enhanced such that there is change in intensity or saturation component, keeping hue unchanged. Often, gamut problem arises when transforming from one plane to another. In this paper, the technique focusses on enhancing the contrast of low illumination images while at the same time maintaining the brightness. A function called exposure, is used in estimation of underexposed and highly underexposed images. The brightness of the input image is increased using transformation functions, which is then treated as target image so that the brightness of input image is adjusted close to target image, using histogram matching. The existing technique Exposure based Sub Image Histogram Equalization (ESIHE), is used to increase the visual quality, which is followed by guided image filter for edge smoothening. Simulation shows that this proposed technique has better contrast enhancement, brightness preservation, hue preservation and better entropy, without gamut problem.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "The images, captured by camera, might suffer from poor contrast, saturation artefacts or improper brightness. Hence, image enhancement becomes an important step to improve the quality of image. Images are enhanced such that there is change in intensity or saturation component, keeping hue unchanged. Often, gamut problem arises when transforming from one plane to another. In this paper, the technique focusses on enhancing the contrast of low illumination images while at the same time maintaining the brightness. A function called exposure, is used in estimation of underexposed and highly underexposed images. The brightness of the input image is increased using transformation functions, which is then treated as target image so that the brightness of input image is adjusted close to target image, using histogram matching. The existing technique Exposure based Sub Image Histogram Equalization (ESIHE), is used to increase the visual quality, which is followed by guided image filter for edge smoothening. Simulation shows that this proposed technique has better contrast enhancement, brightness preservation, hue preservation and better entropy, without gamut problem.", "fno": "07880244", "keywords": [ "Edge Detection", "Estimation Theory", "Image Colour Analysis", "Image Enhancement", "Image Filtering", "Image Matching", "Hue Preserving Color Image Enhancement", "Saturation Artefacts", "Improper Brightness", "Image Quality", "Gamut Problem", "Estimation", "Transformation Functions", "Histogram Matching", "Exposure Based Sub Image Histogram Equalization", "ESIHE", "Visual Quality", "Guided Image Filter", "Edge Smoothening", "Histograms", "Image Color Analysis", "Brightness", "Entropy", "Visualization", "Image Edge Detection", "Image Enhancement", "Exposure", "Low Illumination Images", "Power Law", "Modified Histogram Equalization", "Histogram Specification", "Guided Image Filter" ], "authors": [ { "affiliation": "Dept. of ECE, UIET, Panjab University, Chandigarh, India", "fullName": "Nitish Vig", "givenName": "Nitish", "surname": "Vig", "__typename": "ArticleAuthorType" }, { "affiliation": "Dept. of ECE, UIET, Panjab University, Chandigarh, India", "fullName": "Sumit Budhiraja", "givenName": "Sumit", "surname": "Budhiraja", "__typename": "ArticleAuthorType" }, { "affiliation": "Dept. of ECE, UIET, Panjab University, Chandigarh, India", "fullName": "Jaget Singh", "givenName": "Jaget", "surname": "Singh", "__typename": "ArticleAuthorType" } ], "idPrefix": "ic3", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2016-08-01T00:00:00", "pubType": "proceedings", "pages": "1-6", "year": "2016", "issn": null, "isbn": "978-1-5090-3251-8", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "07880243", "articleId": "12OmNwfsI2s", "__typename": "AdjacentArticleType" }, "next": { "fno": "07880245", "articleId": "12OmNvSKNME", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/wccct/2014/2877/0/2877a080", "title": "Histogram Equalization for Image Enhancement Using MRI Brain Images", "doi": null, "abstractUrl": "/proceedings-article/wccct/2014/2877a080/12OmNAo45Qy", "parentPublication": { "id": "proceedings/wccct/2014/2877/0", "title": "2014 World Congress on Computing and Communication Technologies (WCCCT)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/smartcloud/2016/5263/0/5263a069", "title": "Image Enhancement via Cloud Cascade Control Based Sub-Image-Clipped Histogram Equalization", "doi": null, "abstractUrl": "/proceedings-article/smartcloud/2016/5263a069/12OmNBiygug", "parentPublication": { "id": "proceedings/smartcloud/2016/5263/0", "title": "2016 IEEE International Conference on Smart Cloud (SmartCloud)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ic3/2017/3077/0/08284291", "title": "Power-log based plateau limit histogram equalization algorithm for infrared image enhancement", "doi": null, "abstractUrl": "/proceedings-article/ic3/2017/08284291/12OmNCm7BEs", "parentPublication": { "id": "proceedings/ic3/2017/3077/0", "title": "2017 Tenth International Conference on Contemporary Computing (IC3)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icccnt/2013/3926/0/06726796", "title": "Contrast enhancement of bi-histogram equalization with neighborhood metrics", "doi": null, "abstractUrl": "/proceedings-article/icccnt/2013/06726796/12OmNvqmUKm", "parentPublication": { "id": "proceedings/icccnt/2013/3926/0", "title": "2013 Fourth International Conference on Computing, Communications and Networking Technologies (ICCCNT)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpads/2016/4457/0/4457b211", "title": "Image 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"/proceedings-article/act/2009/05376818/13bd1fKQxqL", "parentPublication": { "id": "proceedings/act/2009/3915/0", "title": "Advances in Computing, Control, and Telecommunication Technologies, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iciev-&-icivpr/2018/5163/0/08641063", "title": "Color Image Enhancement Using Luminance Histogram Equalization and Two-Factor Saturation Control", "doi": null, "abstractUrl": "/proceedings-article/iciev-&-icivpr/2018/08641063/17PYElLxuGp", "parentPublication": { "id": "proceedings/iciev-&-icivpr/2018/5163/0", "title": "2018 Joint 7th International Conference on Informatics, Electronics & Vision (ICIEV) and 2018 2nd International Conference on Imaging, Vision & Pattern Recognition (icIVPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "17D45VtKir6", "title": "2018 24th International Conference on Pattern Recognition (ICPR)", "acronym": "icpr", "groupId": "1000545", "volume": "0", "displayVolume": "0", "year": "2018", "__typename": "ProceedingType" }, "article": { "id": "17D45WXIkDg", "doi": "10.1109/ICPR.2018.8545189", "title": "Non-uniform Illumination Video Enhancement Based on Zone System and Fusion", "normalizedTitle": "Non-uniform Illumination Video Enhancement Based on Zone System and Fusion", "abstract": "In daily life, the acquisition of digital video will introduce non-uniform exposure due to the set of shooting equipment or scene illumination. Due to the low visibility, details are hidden and these videos usually fail to present visually pleasing browsing. Previous work typically relies on a single heuristic tone mapping curve to expand the dynamic range, which inevitably leads to uneven exposure. To solve this problem, we present a new video enhancement method based on zone system and image fusion. Given an input non-uniform illumination video, we first apply the zone system for exposure evaluation. We then remap each region using a series of tone mapping curves to generate multi-exposure regions which contain different exposed versions. Guided by some visual perception quality measures, we locate all the best exposed regions and then integrate them into a well-exposed video frame. Finally, in order to keep temporal consistency, we temporally propagate the zone regions from the former frame to the current frame. Experimental results have shown that the enhanced video exhibits uniform exposure, and preserves temporal consistency.", "abstracts": [ { "abstractType": "Regular", "content": "In daily life, the acquisition of digital video will introduce non-uniform exposure due to the set of shooting equipment or scene illumination. Due to the low visibility, details are hidden and these videos usually fail to present visually pleasing browsing. Previous work typically relies on a single heuristic tone mapping curve to expand the dynamic range, which inevitably leads to uneven exposure. To solve this problem, we present a new video enhancement method based on zone system and image fusion. Given an input non-uniform illumination video, we first apply the zone system for exposure evaluation. We then remap each region using a series of tone mapping curves to generate multi-exposure regions which contain different exposed versions. Guided by some visual perception quality measures, we locate all the best exposed regions and then integrate them into a well-exposed video frame. Finally, in order to keep temporal consistency, we temporally propagate the zone regions from the former frame to the current frame. Experimental results have shown that the enhanced video exhibits uniform exposure, and preserves temporal consistency.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "In daily life, the acquisition of digital video will introduce non-uniform exposure due to the set of shooting equipment or scene illumination. Due to the low visibility, details are hidden and these videos usually fail to present visually pleasing browsing. Previous work typically relies on a single heuristic tone mapping curve to expand the dynamic range, which inevitably leads to uneven exposure. To solve this problem, we present a new video enhancement method based on zone system and image fusion. Given an input non-uniform illumination video, we first apply the zone system for exposure evaluation. We then remap each region using a series of tone mapping curves to generate multi-exposure regions which contain different exposed versions. Guided by some visual perception quality measures, we locate all the best exposed regions and then integrate them into a well-exposed video frame. Finally, in order to keep temporal consistency, we temporally propagate the zone regions from the former frame to the current frame. Experimental results have shown that the enhanced video exhibits uniform exposure, and preserves temporal consistency.", "fno": "08545189", "keywords": [ "Lighting", "Image Fusion", "Image Sequences", "Histograms", "Smoothing Methods", "Reflectivity", "Filtering", "Video Enhancement", "Zone System", "Fusion" ], "authors": [ { "affiliation": "School of Computer Science and Technology, Tianjin University, Tianjin, 300350, China", "fullName": "Yu Zhang", "givenName": "Yu", "surname": "Zhang", "__typename": "ArticleAuthorType" }, { "affiliation": "School of Computer Science and Technology, Tianjin University, Tianjin, 300350, China", "fullName": "Shiguang Liu", "givenName": "Shiguang", "surname": "Liu", "__typename": "ArticleAuthorType" } ], "idPrefix": "icpr", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2018-08-01T00:00:00", "pubType": "proceedings", "pages": "2711-2716", "year": "2018", "issn": "1051-4651", "isbn": "978-1-5386-3788-3", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "08546006", "articleId": "17D45VWpMzL", "__typename": "AdjacentArticleType" }, "next": { "fno": "08545392", "articleId": "17D45XwUAN1", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/crv/2014/4337/0/4337a071", "title": "Generalized Exposure Fusion Weights Estimation", "doi": null, "abstractUrl": "/proceedings-article/crv/2014/4337a071/12OmNBOlllb", "parentPublication": { "id": "proceedings/crv/2014/4337/0", "title": "2014 Canadian Conference on Computer and Robot Vision (CRV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icmip/2017/5954/0/5954a286", "title": "Removal of Uneven Illumination in Panorama Using Illumination Transfer", "doi": null, "abstractUrl": 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IEEE International Conference on Multimedia and Expo (ICME)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/dcc/2012/4656/0/4656a395", "title": "Rate-Distortion Analysis and Modeling of Dead-Zone Plus Uniform Threshold Scalar Quantization for Generalized Gaussian Random Variables", "doi": null, "abstractUrl": "/proceedings-article/dcc/2012/4656a395/12OmNyLiuES", "parentPublication": { "id": "proceedings/dcc/2012/4656/0", "title": "Data Compression Conference", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccvw/2017/1034/0/1034d023", "title": "Global and Local Contrast Adaptive Enhancement for Non-uniform Illumination Color Images", "doi": null, "abstractUrl": "/proceedings-article/iccvw/2017/1034d023/12OmNzwHvp4", "parentPublication": { "id": "proceedings/iccvw/2017/1034/0", "title": "2017 IEEE International Conference on Computer Vision Workshop (ICCVW)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2016/06/07167723", "title": "Underexposed Video Enhancement via Perception-Driven Progressive Fusion", "doi": null, "abstractUrl": "/journal/tg/2016/06/07167723/13rRUxd2aZ5", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/wacv/2023/9346/0/934600b756", "title": "PSENet: Progressive Self-Enhancement Network for Unsupervised Extreme-Light Image Enhancement", "doi": null, "abstractUrl": "/proceedings-article/wacv/2023/934600b756/1KxUrXEXues", "parentPublication": { "id": "proceedings/wacv/2023/9346/0", "title": "2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/wacv/2020/6553/0/09093643", "title": "An Extended Exposure Fusion and its Application to Single Image Contrast Enhancement", "doi": null, "abstractUrl": "/proceedings-article/wacv/2020/09093643/1jPbwJf3Ta0", "parentPublication": { "id": "proceedings/wacv/2020/6553/0", "title": "2020 IEEE Winter Conference on Applications of Computer Vision (WACV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpr/2021/8808/0/09412968", "title": "Video reconstruction by spatio-temporal fusion of blurred-coded image pair", "doi": null, "abstractUrl": "/proceedings-article/icpr/2021/09412968/1tmijmMl5aE", "parentPublication": { "id": "proceedings/icpr/2021/8808/0", "title": "2020 25th International Conference on Pattern Recognition (ICPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "1KxUhhFgzlK", "title": "2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)", "acronym": "wacv", "groupId": "1000040", "volume": "0", "displayVolume": "0", "year": "2023", "__typename": "ProceedingType" }, "article": { "id": "1KxUrXEXues", "doi": "10.1109/WACV56688.2023.00180", "title": "PSENet: Progressive Self-Enhancement Network for Unsupervised Extreme-Light Image Enhancement", "normalizedTitle": "PSENet: Progressive Self-Enhancement Network for Unsupervised Extreme-Light Image Enhancement", "abstract": "The extremes of lighting (e.g. too much or too little light) usually cause many troubles for machine and human vision. Many recent works have mainly focused on under-exposure cases where images are often captured in low-light conditions (e.g. nighttime) and achieved promising results for enhancing the quality of images. However, they are inferior to handling images under over-exposure. To mitigate this limitation, we propose a novel unsupervised enhancement framework which is robust against various lighting conditions while does not require any well-exposed images to serve as the ground-truths. Our main concept is to construct pseudo-ground-truth images synthesized from multiple source images that simulate all potential exposure scenarios to train the enhancement network. Our extensive experiments show that the proposed approach consistently outperforms the current state-of-the-art unsupervised counterparts in several public datasets in terms of both quantitative metrics and qualitative results. Our code is available at https://github.com/VinAIResearch/PSENet-Image-Enhancement.", "abstracts": [ { "abstractType": "Regular", "content": "The extremes of lighting (e.g. too much or too little light) usually cause many troubles for machine and human vision. Many recent works have mainly focused on under-exposure cases where images are often captured in low-light conditions (e.g. nighttime) and achieved promising results for enhancing the quality of images. However, they are inferior to handling images under over-exposure. To mitigate this limitation, we propose a novel unsupervised enhancement framework which is robust against various lighting conditions while does not require any well-exposed images to serve as the ground-truths. Our main concept is to construct pseudo-ground-truth images synthesized from multiple source images that simulate all potential exposure scenarios to train the enhancement network. Our extensive experiments show that the proposed approach consistently outperforms the current state-of-the-art unsupervised counterparts in several public datasets in terms of both quantitative metrics and qualitative results. Our code is available at https://github.com/VinAIResearch/PSENet-Image-Enhancement.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "The extremes of lighting (e.g. too much or too little light) usually cause many troubles for machine and human vision. Many recent works have mainly focused on under-exposure cases where images are often captured in low-light conditions (e.g. nighttime) and achieved promising results for enhancing the quality of images. However, they are inferior to handling images under over-exposure. To mitigate this limitation, we propose a novel unsupervised enhancement framework which is robust against various lighting conditions while does not require any well-exposed images to serve as the ground-truths. Our main concept is to construct pseudo-ground-truth images synthesized from multiple source images that simulate all potential exposure scenarios to train the enhancement network. Our extensive experiments show that the proposed approach consistently outperforms the current state-of-the-art unsupervised counterparts in several public datasets in terms of both quantitative metrics and qualitative results. Our code is available at https://github.com/VinAIResearch/PSENet-Image-Enhancement.", "fno": "934600b756", "keywords": [ "Feature Extraction", "Image Classification", "Image Enhancement", "Image Fusion", "Image Restoration", "Image Segmentation", "Unsupervised Learning", "Current State Of The Art Unsupervised Counterparts", "Ground Truths", "Human Vision", "Lighting Conditions", "Low Light Conditions", "Multiple Source Images", "Progressive Self Enhancement Network", "Pseudoground Truth Images", "Simulate All Potential Exposure Scenarios", "Under Exposure Cases", "Unsupervised Enhancement Framework", "Unsupervised Extreme Light Image Enhancement", "Training", "Measurement", "Codes", "Lighting", "Face Detection", "Image Enhancement", "Algorithms Low Level And Physics Based Vision", "Machine Learning Architectures", "Formulations", "And Algorithms Including Transfer", "Low Shot", "Semi", "Self", "And Un Supervised Learning" ], "authors": [ { "affiliation": "VinAI Research,Vietnam", "fullName": "Hue Nguyen", "givenName": "Hue", "surname": "Nguyen", "__typename": "ArticleAuthorType" }, { "affiliation": "VinAI Research,Vietnam", "fullName": "Diep Tran", "givenName": "Diep", "surname": "Tran", "__typename": "ArticleAuthorType" }, { "affiliation": "VinAI Research,Vietnam", "fullName": "Khoi Nguyen", "givenName": "Khoi", "surname": "Nguyen", "__typename": "ArticleAuthorType" }, { "affiliation": "VinAI Research,Vietnam", "fullName": "Rang Nguyen", "givenName": "Rang", "surname": "Nguyen", "__typename": "ArticleAuthorType" } ], "idPrefix": "wacv", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2023-01-01T00:00:00", "pubType": "proceedings", "pages": "1756-1765", "year": "2023", "issn": null, "isbn": "978-1-6654-9346-8", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [ { "id": "1KxUrUMpNpS", "name": "pwacv202393460-010030972s1-mm_934600b756.zip", "size": "2.28 MB", "location": "https://www.computer.org/csdl/api/v1/extra/pwacv202393460-010030972s1-mm_934600b756.zip", "__typename": "WebExtraType" } ], "adjacentArticles": { "previous": { "fno": "934600b745", "articleId": "1L6LvvTP96M", "__typename": "AdjacentArticleType" }, "next": { "fno": "934600b766", "articleId": "1KxV3bSa3Fm", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/iccvw/2017/1034/0/1034d015", "title": "A New Low-Light Image Enhancement Algorithm Using Camera Response Model", "doi": null, "abstractUrl": "/proceedings-article/iccvw/2017/1034d015/12OmNCga1PZ", "parentPublication": { "id": "proceedings/iccvw/2017/1034/0", "title": "2017 IEEE International Conference on Computer Vision Workshop (ICCVW)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/sitis/2013/3211/0/3211a043", "title": "Adaptive Multiscale Retinex for Image Contrast Enhancement", "doi": null, 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Vision (WACV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/2020/7168/0/716800d060", "title": "From Fidelity to Perceptual Quality: A Semi-Supervised Approach for Low-Light Image Enhancement", "doi": null, "abstractUrl": "/proceedings-article/cvpr/2020/716800d060/1m3nFCK5N6g", "parentPublication": { "id": "proceedings/cvpr/2020/7168/0", "title": "2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/2020/7168/0/716800b777", "title": "Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement", "doi": null, "abstractUrl": "/proceedings-article/cvpr/2020/716800b777/1m3nto3qH4Y", "parentPublication": { "id": "proceedings/cvpr/2020/7168/0", "title": "2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)", "__typename": "ParentPublication" }, "__typename": 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{ "proceeding": { "id": "1tmhi3ly74c", "title": "2020 25th International Conference on Pattern Recognition (ICPR)", "acronym": "icpr", "groupId": "1000545", "volume": "0", "displayVolume": "0", "year": "2021", "__typename": "ProceedingType" }, "article": { "id": "1tmijmMl5aE", "doi": "10.1109/ICPR48806.2021.9412968", "title": "Video reconstruction by spatio-temporal fusion of blurred-coded image pair", "normalizedTitle": "Video reconstruction by spatio-temporal fusion of blurred-coded image pair", "abstract": "Learning-based methods have enabled the recovery of a video sequence from a single motion-blurred image or a single coded exposure image. Recovering video from a single motion-blurred image is a very ill-posed problem and the recovered video usually has many artifacts. In addition to this, the direction of motion is lost and it results in motion ambiguity. However, it has the advantage of fully preserving the information in the static parts of the scene. The traditional coded exposure framework is better-posed but it only samples a fraction of the space-time volume, which is at best 50% of the space-time volume. Here, we propose to use the complementary information present in the fully-exposed (blurred) image along with the coded exposure image to recover a high fidelity video without any motion ambiguity. Our framework consists of a shared encoder followed by an attention module to selectively combine the spatial information from the fully-exposed image with the temporal information from the coded image, which is then super-resolved to recover a non-ambiguous high-quality video. The input to our algorithm is a fully-exposed and coded image pair. Such an acquisition system already exists in the form of a Coded-two-bucket (C2B) camera. We demonstrate that our proposed deep learning approach using blurred-coded image pair produces much better results than those from just a blurred image or just a coded image.", "abstracts": [ { "abstractType": "Regular", "content": "Learning-based methods have enabled the recovery of a video sequence from a single motion-blurred image or a single coded exposure image. Recovering video from a single motion-blurred image is a very ill-posed problem and the recovered video usually has many artifacts. In addition to this, the direction of motion is lost and it results in motion ambiguity. However, it has the advantage of fully preserving the information in the static parts of the scene. The traditional coded exposure framework is better-posed but it only samples a fraction of the space-time volume, which is at best 50% of the space-time volume. Here, we propose to use the complementary information present in the fully-exposed (blurred) image along with the coded exposure image to recover a high fidelity video without any motion ambiguity. Our framework consists of a shared encoder followed by an attention module to selectively combine the spatial information from the fully-exposed image with the temporal information from the coded image, which is then super-resolved to recover a non-ambiguous high-quality video. The input to our algorithm is a fully-exposed and coded image pair. Such an acquisition system already exists in the form of a Coded-two-bucket (C2B) camera. We demonstrate that our proposed deep learning approach using blurred-coded image pair produces much better results than those from just a blurred image or just a coded image.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Learning-based methods have enabled the recovery of a video sequence from a single motion-blurred image or a single coded exposure image. Recovering video from a single motion-blurred image is a very ill-posed problem and the recovered video usually has many artifacts. In addition to this, the direction of motion is lost and it results in motion ambiguity. However, it has the advantage of fully preserving the information in the static parts of the scene. The traditional coded exposure framework is better-posed but it only samples a fraction of the space-time volume, which is at best 50% of the space-time volume. Here, we propose to use the complementary information present in the fully-exposed (blurred) image along with the coded exposure image to recover a high fidelity video without any motion ambiguity. Our framework consists of a shared encoder followed by an attention module to selectively combine the spatial information from the fully-exposed image with the temporal information from the coded image, which is then super-resolved to recover a non-ambiguous high-quality video. The input to our algorithm is a fully-exposed and coded image pair. Such an acquisition system already exists in the form of a Coded-two-bucket (C2B) camera. We demonstrate that our proposed deep learning approach using blurred-coded image pair produces much better results than those from just a blurred image or just a coded image.", "fno": "09412968", "keywords": [ "Cameras", "Image Coding", "Image Motion Analysis", "Image Reconstruction", "Image Resolution", "Image Restoration", "Image Sensors", "Image Sequences", "Learning Artificial Intelligence", "Video Signal Processing", "Video Reconstruction", "Spatio Temporal Fusion", "Blurred Coded Image Pair", "Video Sequence", "Single Motion Blurred Image", "Single Coded Exposure Image", "Recovered Video", "Motion Ambiguity", "Traditional Coded Exposure Framework", "Space Time Volume", "High Fidelity Video", "Temporal Information", "High Quality Video", "Image Sensors", "Technological Innovation", "Video Sequences", "Prototypes", "Cameras", "Hardware", "Agriculture" ], "authors": [ { "affiliation": "Qualcomm India,Bangalore,India", "fullName": "Anupama S", "givenName": "Anupama", "surname": "S", "__typename": "ArticleAuthorType" }, { "affiliation": "Indian Institute of Technology Madras,Dept. of Electrical Engineering,Chennai,India", "fullName": "Prasan Shedligeri", "givenName": "Prasan", "surname": "Shedligeri", "__typename": "ArticleAuthorType" }, { "affiliation": "Mad Street Den,Chennai,India", "fullName": "Abhishek Pal", "givenName": "Abhishek", "surname": "Pal", "__typename": "ArticleAuthorType" }, { "affiliation": "Indian Institute of Technology Madras,Dept. of Electrical Engineering,Chennai,India", "fullName": "Kaushik Mitra", "givenName": "Kaushik", "surname": "Mitra", "__typename": "ArticleAuthorType" } ], "idPrefix": "icpr", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2021-01-01T00:00:00", "pubType": "proceedings", "pages": "7953-7960", "year": "2021", "issn": "1051-4651", "isbn": "978-1-7281-8808-9", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "09412393", "articleId": "1tmiKT5Hx3G", "__typename": "AdjacentArticleType" }, "next": { "fno": "09412646", "articleId": "1tmiIimLwIM", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/cmsp/2011/4356/1/4356a146", "title": "Feature Based Stitching of a Clear/Blurred Image Pair", "doi": null, "abstractUrl": "/proceedings-article/cmsp/2011/4356a146/12OmNBhZ4fZ", "parentPublication": { "id": "proceedings/cmsp/2011/4356/1", "title": "Multimedia and Signal Processing, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccv/2007/1630/0/04408915", "title": "Blurred/Non-Blurred Image Alignment using Sparseness Prior", "doi": null, "abstractUrl": "/proceedings-article/iccv/2007/04408915/12OmNvy2598", "parentPublication": { "id": "proceedings/iccv/2007/1630/0", "title": "2007 11th IEEE International Conference on Computer Vision", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icip/1997/8183/1/81831755", "title": "Recovery of blurred video signals using iterative image restoration combined with motion estimation", "doi": null, "abstractUrl": "/proceedings-article/icip/1997/81831755/12OmNwe2Iny", "parentPublication": { "id": "proceedings/icip/1997/8183/1", "title": "Image Processing, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/isise/2008/3494/1/3494a669", "title": "Identification of Blurred Extent with Rotation Motion Blurred Image", "doi": null, "abstractUrl": "/proceedings-article/isise/2008/3494a669/12OmNxFJXAK", "parentPublication": { "id": "proceedings/isise/2008/3494/1", "title": "2008 International Symposium on Information Science and Engieering", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpr/2014/5209/0/5209b020", "title": "Joint Motion Deblurring with Blurred/Noisy Image Pair", "doi": null, "abstractUrl": "/proceedings-article/icpr/2014/5209b020/12OmNyQYta6", "parentPublication": { "id": "proceedings/icpr/2014/5209/0", "title": "2014 22nd International Conference on Pattern Recognition (ICPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tp/2012/10/ttp2012102071", "title": "Design and Estimation of Coded Exposure Point Spread Functions", "doi": null, "abstractUrl": "/journal/tp/2012/10/ttp2012102071/13rRUxDqS9z", "parentPublication": { "id": "trans/tp", "title": "IEEE Transactions on Pattern Analysis & Machine Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tp/2011/11/ttp2011112329", "title": "Motion Regularization for Matting Motion Blurred Objects", "doi": null, "abstractUrl": "/journal/tp/2011/11/ttp2011112329/13rRUytF42E", "parentPublication": { "id": "trans/tp", "title": "IEEE Transactions on Pattern Analysis & Machine Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/2018/6420/0/642000g334", "title": "Learning to Extract a Video Sequence from a Single Motion-Blurred Image", "doi": null, "abstractUrl": "/proceedings-article/cvpr/2018/642000g334/17D45X0yjSM", "parentPublication": { "id": "proceedings/cvpr/2018/6420/0", "title": "2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/2019/3293/0/329300g823", "title": "Bringing Alive Blurred Moments", "doi": null, "abstractUrl": "/proceedings-article/cvpr/2019/329300g823/1gyshgqFcpG", "parentPublication": { "id": "proceedings/cvpr/2019/3293/0", "title": "2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvprw/2021/4899/0/489900a701", "title": "Restoration of Video Frames from a Single Blurred Image with Motion Understanding", "doi": null, "abstractUrl": "/proceedings-article/cvprw/2021/489900a701/1yJYnTuYpIk", "parentPublication": { "id": "proceedings/cvprw/2021/4899/0", "title": "2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "1uGXUBMLmlG", "title": "2020 8th International Conference on Digital Home (ICDH)", "acronym": "icdh", "groupId": "1802037", "volume": "0", "displayVolume": "0", "year": "2020", "__typename": "ProceedingType" }, "article": { "id": "1uGXWt7RKh2", "doi": "10.1109/ICDH51081.2020.00021", "title": "A Perception-Based Brightness Segmentation Method of High Dynamic Range Infrared Images", "normalizedTitle": "A Perception-Based Brightness Segmentation Method of High Dynamic Range Infrared Images", "abstract": "In order to display the details from dark area to bright area in high dynamic range infrared image effectively, this paper proposes a brightness segmentation method for high dynamic range infrared image. The method considers the characteristics of human visual perception and the gray histogram distribution of high dynamic range infrared image. The proposed method is used to test the high dynamic range infrared images obtained in different scenes, and the experimental results show that the method is effective and robust. Based on the brightness region segmentation results of the proposed method, a number of different enhancement algorithms can be applied selectively to the different regions of high dynamic range infrared image to achieve a better overall enhancement than applying a single technique globally.", "abstracts": [ { "abstractType": "Regular", "content": "In order to display the details from dark area to bright area in high dynamic range infrared image effectively, this paper proposes a brightness segmentation method for high dynamic range infrared image. The method considers the characteristics of human visual perception and the gray histogram distribution of high dynamic range infrared image. The proposed method is used to test the high dynamic range infrared images obtained in different scenes, and the experimental results show that the method is effective and robust. Based on the brightness region segmentation results of the proposed method, a number of different enhancement algorithms can be applied selectively to the different regions of high dynamic range infrared image to achieve a better overall enhancement than applying a single technique globally.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "In order to display the details from dark area to bright area in high dynamic range infrared image effectively, this paper proposes a brightness segmentation method for high dynamic range infrared image. The method considers the characteristics of human visual perception and the gray histogram distribution of high dynamic range infrared image. The proposed method is used to test the high dynamic range infrared images obtained in different scenes, and the experimental results show that the method is effective and robust. Based on the brightness region segmentation results of the proposed method, a number of different enhancement algorithms can be applied selectively to the different regions of high dynamic range infrared image to achieve a better overall enhancement than applying a single technique globally.", "fno": "923400a075", "keywords": [ "Image Enhancement", "Image Segmentation", "Infrared Imaging", "Visual Perception", "High Dynamic Range Infrared Image", "Perception Based Brightness Segmentation", "Human Visual Perception", "Image Segmentation", "Histograms", "Visualization", "Heuristic Algorithms", "Brightness", "Dynamic Range", "Visual Perception", "High Dynamic Range", "Infrared Image", "Brightness Segmentation", "Human Visual System", "Gray Histogram Distribution" ], "authors": [ { "affiliation": "Guangdong University of Education,Department of Computer Science,Guangzhou 510303,China", "fullName": "Feifei Zhang", "givenName": "Feifei", "surname": "Zhang", "__typename": "ArticleAuthorType" }, { "affiliation": "Guangdong University of Education,Department of Computer Science,Guangzhou 510303,China", "fullName": "Qiang Chen", "givenName": "Qiang", "surname": "Chen", "__typename": "ArticleAuthorType" }, { "affiliation": "Guangdong University of Education,Department of Computer Science,Guangzhou 510303,China", "fullName": "Yilin Wu", "givenName": "Yilin", "surname": "Wu", "__typename": "ArticleAuthorType" }, { "affiliation": "Guangdong University of Education,Department of Computer Science,Guangzhou 510303,China", "fullName": "Guoming Chen", "givenName": "Guoming", "surname": "Chen", "__typename": "ArticleAuthorType" }, { "affiliation": "Guangdong University of Education,Department of Computer Science,Guangzhou 510303,China", "fullName": "Xiongyong Zhu", "givenName": "Xiongyong", "surname": "Zhu", "__typename": "ArticleAuthorType" }, { "affiliation": "Guangzhou Institute of Geography,Guangzhou 510070,China", "fullName": "Jianhui Xu", "givenName": "Jianhui", "surname": "Xu", "__typename": "ArticleAuthorType" } ], "idPrefix": "icdh", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2020-09-01T00:00:00", "pubType": "proceedings", "pages": "75-80", "year": "2020", "issn": null, "isbn": "978-1-7281-9234-5", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "923400a070", "articleId": "1uGXXFPuxFK", "__typename": "AdjacentArticleType" }, "next": { "fno": "923400a081", "articleId": "1uGY16p3M5i", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/cvpr/2004/2158/2/01315163", "title": "Brightness perception, dynamic range and noise: a unifying model for adaptive image sensors", "doi": null, "abstractUrl": "/proceedings-article/cvpr/2004/01315163/12OmNAHW0MD", "parentPublication": { "id": "proceedings/cvpr/2004/2158/2", "title": "Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004.", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/avss/2017/2939/0/08078533", "title": "Multi-Scale histogram tone mapping algorithm enables better object detection in wide dynamic range images", "doi": null, "abstractUrl": "/proceedings-article/avss/2017/08078533/12OmNBSSVcX", "parentPublication": { "id": "proceedings/avss/2017/2939/0", "title": "2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iih-msp/2009/3762/0/3762a234", "title": "High Dynamic Range Color Image Rendering with Human Visual Adaptation Simulation", "doi": null, "abstractUrl": "/proceedings-article/iih-msp/2009/3762a234/12OmNvSKNR1", "parentPublication": { "id": "proceedings/iih-msp/2009/3762/0", "title": "Intelligent Information Hiding and Multimedia Signal Processing, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2016/06/07167723", "title": "Underexposed Video Enhancement via Perception-Driven Progressive Fusion", "doi": null, "abstractUrl": "/journal/tg/2016/06/07167723/13rRUxd2aZ5", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tp/1991/11/i1139", "title": "Determining Reflectance Properties of an Object Using Range and Brightness Images", "doi": null, "abstractUrl": "/journal/tp/1991/11/i1139/13rRUyfKIEd", "parentPublication": { "id": "trans/tp", "title": "IEEE Transactions on Pattern Analysis & Machine Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvprw/2018/6100/0/610000b915", "title": "Space-Time-Brightness Sampling Using an Adaptive Pixel-Wise Coded Exposure", "doi": null, "abstractUrl": "/proceedings-article/cvprw/2018/610000b915/17D45VUZMVl", "parentPublication": { "id": "proceedings/cvprw/2018/6100/0", "title": "2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/conf-spml/2021/1734/0/173400a296", "title": "Automatic Brightness Control for Face Analysis in Near-Infrared Spectrum", "doi": null, "abstractUrl": "/proceedings-article/conf-spml/2021/173400a296/1B12ayks8dq", "parentPublication": { "id": "proceedings/conf-spml/2021/1734/0", "title": "2021 International Conference on Signal Processing and Machine Learning (CONF-SPML)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/ec/2021/02/08848402", "title": "An Efficient Single Image Enhancement Approach Using Luminance Perception Transformation", "doi": null, "abstractUrl": "/journal/ec/2021/02/08848402/1dDJLUZBJe0", "parentPublication": { "id": "trans/ec", "title": "IEEE Transactions on Emerging Topics in Computing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/itca/2019/6494/0/09092452", "title": "High dynamic range infrared image compression and denoising", "doi": null, "abstractUrl": "/proceedings-article/itca/2019/09092452/1jPaWvifYIw", "parentPublication": { "id": "proceedings/itca/2019/6494/0", "title": "2019 International Conference on Information Technology and Computer Application (ITCA)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "1uiluGq0Oo8", "title": "2021 IEEE International Conference on Multimedia and Expo (ICME)", "acronym": "icme", "groupId": "1000477", "volume": "0", "displayVolume": "0", "year": "2021", "__typename": "ProceedingType" }, "article": { "id": "1uilRAsUAda", "doi": "10.1109/ICME51207.2021.9428324", "title": "Underexposed Image Enhancement via Unsupervised Feature Attention Network", "normalizedTitle": "Underexposed Image Enhancement via Unsupervised Feature Attention Network", "abstract": "In order to solve the problem that deep learning method needs a lot of paired data sets in image enhancement, this paper proposes unsupervised feature attention network (UFANet), which uses a new illumination estimation that combines pixel estimation and channel estimation to guide the network to decompose underexposed images. In addition, a feature attention residual network is trained to decompose under-exposed images into illumination and reflectance. Through a set of carefully designed non reference loss functions, which implicitly enhance the quality and drive the learning of the network, we train UFANet without any paired images. A large number of experiments on various benchmarks have proved the advantages of our method over the latest methods in terms of quality and quantity. Compared to the state-of-the-art methods, our method only needs to be trained on 350 underexposed images. All the above advantages make our UFANet attractive in practical applications.", "abstracts": [ { "abstractType": "Regular", "content": "In order to solve the problem that deep learning method needs a lot of paired data sets in image enhancement, this paper proposes unsupervised feature attention network (UFANet), which uses a new illumination estimation that combines pixel estimation and channel estimation to guide the network to decompose underexposed images. In addition, a feature attention residual network is trained to decompose under-exposed images into illumination and reflectance. Through a set of carefully designed non reference loss functions, which implicitly enhance the quality and drive the learning of the network, we train UFANet without any paired images. A large number of experiments on various benchmarks have proved the advantages of our method over the latest methods in terms of quality and quantity. Compared to the state-of-the-art methods, our method only needs to be trained on 350 underexposed images. All the above advantages make our UFANet attractive in practical applications.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "In order to solve the problem that deep learning method needs a lot of paired data sets in image enhancement, this paper proposes unsupervised feature attention network (UFANet), which uses a new illumination estimation that combines pixel estimation and channel estimation to guide the network to decompose underexposed images. In addition, a feature attention residual network is trained to decompose under-exposed images into illumination and reflectance. Through a set of carefully designed non reference loss functions, which implicitly enhance the quality and drive the learning of the network, we train UFANet without any paired images. A large number of experiments on various benchmarks have proved the advantages of our method over the latest methods in terms of quality and quantity. Compared to the state-of-the-art methods, our method only needs to be trained on 350 underexposed images. All the above advantages make our UFANet attractive in practical applications.", "fno": "09428324", "keywords": [ "Channel Estimation", "Estimation Theory", "Image Colour Analysis", "Image Enhancement", "Neural Nets", "Unsupervised Learning", "UFA Net", "Illumination Estimation", "Pixel Estimation", "Channel Estimation", "Feature Attention Residual Network", "Nonreference Loss Functions", "Paired Images", "Underexposed Image Decomposition", "Underexposed Image Enhancement", "Unsupervised Feature Attention Network", "Deep Learning Method", "Paired Data Sets", "Reference Loss Functions", "Network Learning", "Reflectivity", "Deep Learning", "Conferences", "Semantics", "Lighting", "Estimation", "Channel Estimation", "Unsupervised Learning", "Pixel Estimation", "Channel Estimation", "Feature Attention" ], "authors": [ { "affiliation": "Beihang University,School of Electronic and Information Engineering,Beijing,China", "fullName": "Fengji Ma", "givenName": "Fengji", "surname": "Ma", "__typename": "ArticleAuthorType" }, { "affiliation": "Beihang University,School of Electronic and Information Engineering,Beijing,China", "fullName": "Haitao Li", "givenName": "Haitao", "surname": "Li", "__typename": "ArticleAuthorType" } ], "idPrefix": "icme", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2021-07-01T00:00:00", "pubType": "proceedings", "pages": "1-6", "year": "2021", "issn": null, "isbn": "978-1-6654-3864-3", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "09428454", "articleId": "1uilvPqQUWQ", "__typename": "AdjacentArticleType" }, "next": { "fno": "09428123", "articleId": "1uim01VvedG", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/cvprw/2010/7029/0/05543571", "title": "Color contrast enhancement for visually impaired people", "doi": null, "abstractUrl": "/proceedings-article/cvprw/2010/05543571/12OmNBf94Z6", "parentPublication": { "id": "proceedings/cvprw/2010/7029/0", "title": "2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - 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{ "proceeding": { "id": "1uiluGq0Oo8", "title": "2021 IEEE International Conference on Multimedia and Expo (ICME)", "acronym": "icme", "groupId": "1000477", "volume": "0", "displayVolume": "0", "year": "2021", "__typename": "ProceedingType" }, "article": { "id": "1uilwrRNrUs", "doi": "10.1109/ICME51207.2021.9428074", "title": "Unsupervised HDR Image Reconstruction Based on Over/Under-Exposed LDR Image Pair", "normalizedTitle": "Unsupervised HDR Image Reconstruction Based on Over/Under-Exposed LDR Image Pair", "abstract": "This paper proposes an unsupervised high dynamic range (HDR) image reconstruction method based on an over/under-exposed low dynamic range (LDR) image pair. The framework includes two end-to-end branches: transferring an over-exposed image input to under-exposed images and transferring an under-exposed image input to over-exposed images. The LDR images with the same exposure from the two branches are averaged, and then reconstruct an HDR image by merging them. When training the model, we use the L<inf>1</inf> loss of the same exposure image of the two branches and MEF-SSIM loss function as the objective function to ensure that the two branches get a similar visual effect at the same exposure, and use RGB loss and HSV loss to constrain the brightness and saturation of different exposure images. Experiments demonstrate that our unsupervised framework can generate comparable results with state-of-the-art supervised learning methods.", "abstracts": [ { "abstractType": "Regular", "content": "This paper proposes an unsupervised high dynamic range (HDR) image reconstruction method based on an over/under-exposed low dynamic range (LDR) image pair. The framework includes two end-to-end branches: transferring an over-exposed image input to under-exposed images and transferring an under-exposed image input to over-exposed images. The LDR images with the same exposure from the two branches are averaged, and then reconstruct an HDR image by merging them. When training the model, we use the L<inf>1</inf> loss of the same exposure image of the two branches and MEF-SSIM loss function as the objective function to ensure that the two branches get a similar visual effect at the same exposure, and use RGB loss and HSV loss to constrain the brightness and saturation of different exposure images. Experiments demonstrate that our unsupervised framework can generate comparable results with state-of-the-art supervised learning methods.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "This paper proposes an unsupervised high dynamic range (HDR) image reconstruction method based on an over/under-exposed low dynamic range (LDR) image pair. The framework includes two end-to-end branches: transferring an over-exposed image input to under-exposed images and transferring an under-exposed image input to over-exposed images. The LDR images with the same exposure from the two branches are averaged, and then reconstruct an HDR image by merging them. When training the model, we use the L1 loss of the same exposure image of the two branches and MEF-SSIM loss function as the objective function to ensure that the two branches get a similar visual effect at the same exposure, and use RGB loss and HSV loss to constrain the brightness and saturation of different exposure images. Experiments demonstrate that our unsupervised framework can generate comparable results with state-of-the-art supervised learning methods.", "fno": "09428074", "keywords": [ "Brightness", "Image Colour Analysis", "Image Fusion", "Image Reconstruction", "Supervised Learning", "Unsupervised Learning", "Unsupervised HDR Image Reconstruction", "MEF SSIM Loss Function", "Unsupervised High Dynamic Range Image Reconstruction", "Under Exposed Low Dynamic Range Image Pair", "Two End To End Branches", "Over Exposed Low Dynamic Range Image Pair", "Under Exposed LDR Image Pair", "Over Exposed LDR Image Pair", "RGB Loss", "HSV Loss", "Supervised Learning", "Exposure Image Brightness", "Exposure Image Saturation", "Training", "Conferences", "Supervised Learning", "Merging", "Brightness", "Dynamic Range", "Visual Effects", "High Dynamic Range", "Over Under Exposed LDR Image Pair", "RGB Loss", "HSV Loss" ], "authors": [ { "affiliation": "School of Electrical and Information Engineering, Tianjin University,Tianjin,China,300072", "fullName": "Hao Wang", "givenName": "Hao", "surname": "Wang", "__typename": "ArticleAuthorType" }, { "affiliation": "School of Electrical and Information Engineering, Tianjin University,Tianjin,China,300072", "fullName": "Tao Zhang", "givenName": "Tao", "surname": "Zhang", "__typename": "ArticleAuthorType" }, { "affiliation": "Chester F. Carlson Center for Imaging Science, Rochester Institute of technology,NY,USA,14623", "fullName": "Guoyu Lu", "givenName": "Guoyu", "surname": "Lu", "__typename": "ArticleAuthorType" } ], "idPrefix": "icme", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2021-07-01T00:00:00", "pubType": "proceedings", "pages": "1-6", "year": "2021", "issn": null, "isbn": "978-1-6654-3864-3", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "09428228", "articleId": "1uiluZna8Te", "__typename": "AdjacentArticleType" }, "next": { "fno": "09428254", "articleId": "1uim3aLZCZq", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/icme/2017/6067/0/08019529", "title": "Multi-scale exposure fusion via gradient domain guided image filtering", "doi": null, "abstractUrl": 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International Symposium on Signal Processing and Information Technology (ISSPIT)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icmew/2018/4195/0/08551550", "title": "Hdr Image Reconstruction using Locally Weighted Linear Regression", "doi": null, "abstractUrl": "/proceedings-article/icmew/2018/08551550/17D45X2fUJ7", "parentPublication": { "id": "proceedings/icmew/2018/4195/0", "title": "2018 IEEE International Conference on Multimedia & Expo Workshops (ICMEW)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/wacv/2022/0915/0/091500a061", "title": "High Dynamic Range Imaging of Dynamic Scenes with Saturation Compensation but without Explicit Motion Compensation", "doi": null, "abstractUrl": "/proceedings-article/wacv/2022/091500a061/1B134htBm6I", "parentPublication": { "id": "proceedings/wacv/2022/0915/0", "title": "2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icnlp/2022/9544/0/954400a212", "title": "Single Image HDR Synthesis Using a Dense Reverse Connection Network", "doi": null, "abstractUrl": "/proceedings-article/icnlp/2022/954400a212/1GNtsRPdSPC", "parentPublication": { "id": "proceedings/icnlp/2022/9544/0", "title": "2022 4th International Conference on Natural Language Processing (ICNLP)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ismar-adjunct/2019/4765/0/476500a257", "title": "Reconstructing HDR Image from a Single Filtered LDR Image Base on a Deep HDR Merger Network", "doi": null, "abstractUrl": "/proceedings-article/ismar-adjunct/2019/476500a257/1gysnSDS8Wk", "parentPublication": { "id": "proceedings/ismar-adjunct/2019/4765/0", "title": "2019 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/2020/7168/0/716800b648", "title": "Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline", "doi": null, "abstractUrl": "/proceedings-article/cvpr/2020/716800b648/1m3os7RYAk8", "parentPublication": { "id": "proceedings/cvpr/2020/7168/0", "title": "2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvprw/2021/4899/0/489900a526", "title": "Single image HDR synthesis using a Densely Connected Dilated ConvNet", "doi": null, "abstractUrl": "/proceedings-article/cvprw/2021/489900a526/1yXsC2ULVII", "parentPublication": { "id": "proceedings/cvprw/2021/4899/0", "title": "2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": 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{ "proceeding": { "id": "1ziP833pXeE", "title": "2021 International Conference on Culture-oriented Science & Technology (ICCST)", "acronym": "iccst", "groupId": "1838984", "volume": "0", "displayVolume": "0", "year": "2021", "__typename": "ProceedingType" }, "article": { "id": "1ziPbscHWc8", "doi": "10.1109/ICCST53801.2021.00048", "title": "An Inverse Tone Mapping Algorithm Based on Multi-scale Dual-branch Network", "normalizedTitle": "An Inverse Tone Mapping Algorithm Based on Multi-scale Dual-branch Network", "abstract": "Inverse tone mapping has drawn more attention recently because it can convert a large number of existing standard dynamic range (SDR) images into high dynamic range (HDR) images. In this paper, we proposed an inverse tone mapping algorithm based on a multi-scale dual-branch network which can restore the original information lost in under-/over-exposed areas. A multi-scale structure and masking mechanism are used to guide the reconstruction of image texture and structure. In order to enhance the robustness of the model for dealing with extremely exposed images, we apply a preprocessing method of exposure adjustment which improves the quality of the generated images. With quantitative and visual inspection experiments, we prove that the proposed algorithm has better performance than most state-of-the-art algorithms.", "abstracts": [ { "abstractType": "Regular", "content": "Inverse tone mapping has drawn more attention recently because it can convert a large number of existing standard dynamic range (SDR) images into high dynamic range (HDR) images. In this paper, we proposed an inverse tone mapping algorithm based on a multi-scale dual-branch network which can restore the original information lost in under-/over-exposed areas. A multi-scale structure and masking mechanism are used to guide the reconstruction of image texture and structure. In order to enhance the robustness of the model for dealing with extremely exposed images, we apply a preprocessing method of exposure adjustment which improves the quality of the generated images. With quantitative and visual inspection experiments, we prove that the proposed algorithm has better performance than most state-of-the-art algorithms.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Inverse tone mapping has drawn more attention recently because it can convert a large number of existing standard dynamic range (SDR) images into high dynamic range (HDR) images. In this paper, we proposed an inverse tone mapping algorithm based on a multi-scale dual-branch network which can restore the original information lost in under-/over-exposed areas. A multi-scale structure and masking mechanism are used to guide the reconstruction of image texture and structure. In order to enhance the robustness of the model for dealing with extremely exposed images, we apply a preprocessing method of exposure adjustment which improves the quality of the generated images. With quantitative and visual inspection experiments, we prove that the proposed algorithm has better performance than most state-of-the-art algorithms.", "fno": "425400a187", "keywords": [ "Convolutional Neural Nets", "Image Enhancement", "Image Reconstruction", "Image Texture", "Inverse Problems", "Inverse Tone Mapping Algorithm", "Multiscale Dual Branch Network", "Standard Dynamic Range Images", "High Dynamic Range Images", "Masking Mechanism", "SDR Images", "HDR Images", "Multiscale Structure", "Visual Inspection", "Quantitative Inspection", "Image Texture Reconstruction", "Image Structure Reconstruction", "Visualization", "Image Texture", "Inspection", "Dynamic Range", "Robustness", "Reflection", "Image Restoration", "Inverse Tone Mapping", "Multi Scale", "Dual Branch Network", "Poorly Exposed Areas" ], "authors": [ { "affiliation": "Communication University of China,School of Information and Communication Engineering,BeiJing,China", "fullName": "Tianyu Chen", "givenName": "Tianyu", "surname": "Chen", "__typename": "ArticleAuthorType" }, { "affiliation": "Communication University of China,School of Information and Communication Engineering,BeiJing,China", "fullName": "Ping Shi", "givenName": "Ping", "surname": "Shi", "__typename": "ArticleAuthorType" } ], "idPrefix": "iccst", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2021-11-01T00:00:00", "pubType": "proceedings", "pages": "187-191", "year": "2021", "issn": null, "isbn": "978-1-6654-4254-1", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "425400a181", "articleId": "1ziP8cUgJ9u", "__typename": "AdjacentArticleType" }, "next": { "fno": "425400a192", "articleId": "1ziPfywJhK0", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/icme/2014/4761/0/06890304", "title": "High dynamic range image tone mapping by optimizing tone mapped image quality index", "doi": null, "abstractUrl": "/proceedings-article/icme/2014/06890304/12OmNAgY7mI", "parentPublication": { "id": "proceedings/icme/2014/4761/0", "title": "2014 IEEE International Conference on Multimedia and Expo (ICME)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cw/2008/3381/0/3381a256", "title": "Real-Time Tone Mapping for High-Resolution HDR Images", "doi": null, "abstractUrl": "/proceedings-article/cw/2008/3381a256/12OmNAlNiC2", "parentPublication": { "id": "proceedings/cw/2008/3381/0", "title": "2008 International Conference on Cyberworlds", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icme/2008/2570/0/04607639", "title": "Image characteristic oriented tone mapping for high dynamic range images", "doi": null, "abstractUrl": "/proceedings-article/icme/2008/04607639/12OmNxWcHab", "parentPublication": { "id": "proceedings/icme/2008/2570/0", "title": "2008 IEEE International Conference on Multimedia and Expo (ICME)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/visapp/2014/8133/1/07294799", "title": "Tone mapping for single-shot HDR imaging", "doi": null, "abstractUrl": "/proceedings-article/visapp/2014/07294799/12OmNyL0Tml", "parentPublication": { "id": "proceedings/visapp/2014/8133/1", "title": "2014 International Conference on Computer Vision Theory and Applications (VISAPP)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/wacvw/2022/5824/0/582400a729", "title": "Joint Multi-Scale Tone Mapping and Denoising for HDR Image Enhancement", "doi": null, "abstractUrl": "/proceedings-article/wacvw/2022/582400a729/1B12qQ9zLfG", "parentPublication": { "id": "proceedings/wacvw/2022/5824/0", "title": "2022 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iisa/2022/6390/0/09904391", "title": "Analyzing Perceptual Picture Quality of Various Tone-Mapping Methods for Mobile Devices", "doi": null, "abstractUrl": "/proceedings-article/iisa/2022/09904391/1H5KypXx9o4", "parentPublication": { "id": "proceedings/iisa/2022/6390/0", "title": "2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/bigmm/2019/5527/0/552700a142", "title": "Deep Video Inverse Tone Mapping", "doi": null, "abstractUrl": "/proceedings-article/bigmm/2019/552700a142/1fHjIZIugkU", "parentPublication": { "id": "proceedings/bigmm/2019/5527/0", "title": "2019 IEEE Fifth International Conference on Multimedia Big Data (BigMM)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": 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"Explorable Tone Mapping Operators", "doi": null, "abstractUrl": "/proceedings-article/icpr/2021/09412070/1tmhy6Drk7C", "parentPublication": { "id": "proceedings/icpr/2021/8808/0", "title": "2020 25th International Conference on Pattern Recognition (ICPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
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"proceedings/cool-chips/2015/7325/0/07158525", "title": "Message from the advisory committee chair", "doi": null, "abstractUrl": "/proceedings-article/cool-chips/2015/07158525/12OmNyQ7FTs", "parentPublication": { "id": "proceedings/cool-chips/2015/7325/0", "title": "2015 IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS XVIII)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cool-chips/2014/3810/0/06842940", "title": "Message from the advisory committee chair", "doi": null, "abstractUrl": "/proceedings-article/cool-chips/2014/06842940/12OmNzTYC3d", "parentPublication": { "id": "proceedings/cool-chips/2014/3810/0", "title": "2014 IEEE COOL Chips XVII (COOL Chips)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cool-chips/2022/1989/0/09772698", "title": "Message from the Organizing Committee Chair", "doi": null, "abstractUrl": "/proceedings-article/cool-chips/2022/09772698/1Dqll7k6Lm0", "parentPublication": { "id": "proceedings/cool-chips/2022/1989/0", "title": "2022 IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "1DqliS0KGmQ", "title": "2022 IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS)", "acronym": "cool-chips", "groupId": "1800370", "volume": "0", "displayVolume": "0", "year": "2022", "__typename": "ProceedingType" }, "article": { "id": "1Dqll7k6Lm0", "doi": "10.1109/COOLCHIPS54332.2022.9772698", "title": "Message from the Organizing Committee Chair", "normalizedTitle": "Message from the Organizing Committee Chair", "abstract": "It is my great pleasure to welcome you to COOL Chips 25, the 25th IEEE Symposium on Low-Power and High-Speed Chips and Systems. It 1s my great pleasure to organize this program in &#x201C;Hybrid&#x201D; format during April 20&#x2013;22, after two-year of online format. COOL Chips started in 1998, which was held as a one-day event of invited talks. Now COOL Chips is a three-day event fully sponsored by IEEE Computer Society. In the era of AI and IoT, the role of cool chips is becoming increasingly important. We hope these three days of the symposium inspire innovative ideas for COOL Chips-related researchers and engineers.", "abstracts": [ { "abstractType": "Regular", "content": "It is my great pleasure to welcome you to COOL Chips 25, the 25th IEEE Symposium on Low-Power and High-Speed Chips and Systems. It 1s my great pleasure to organize this program in &#x201C;Hybrid&#x201D; format during April 20&#x2013;22, after two-year of online format. COOL Chips started in 1998, which was held as a one-day event of invited talks. Now COOL Chips is a three-day event fully sponsored by IEEE Computer Society. In the era of AI and IoT, the role of cool chips is becoming increasingly important. We hope these three days of the symposium inspire innovative ideas for COOL Chips-related researchers and engineers.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "It is my great pleasure to welcome you to COOL Chips 25, the 25th IEEE Symposium on Low-Power and High-Speed Chips and Systems. It 1s my great pleasure to organize this program in “Hybrid” format during April 20–22, after two-year of online format. COOL Chips started in 1998, which was held as a one-day event of invited talks. Now COOL Chips is a three-day event fully sponsored by IEEE Computer Society. In the era of AI and IoT, the role of cool chips is becoming increasingly important. 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{ "proceeding": { "id": "12OmNCmpcNk", "title": "Visualization Conference, IEEE", "acronym": "ieee-vis", "groupId": "1000796", "volume": "0", "displayVolume": "0", "year": "2005", "__typename": "ProceedingType" }, "article": { "id": "12OmNArKShW", "doi": "10.1109/VIS.2005.106", "title": "Topology-based Simplification for Feature Extraction from 3D Scalar Fields", "normalizedTitle": "Topology-based Simplification for Feature Extraction from 3D Scalar Fields", "abstract": "In this paper, we present a topological approach for simplifying continuous functions defined on volumetric domains. We introduce two atomic operations that remove pairs of critical points of the function and design a combinatorial algorithm that simplifies the Morse-Smale complex by repeated application of these operations. The Morse-Smale complex is a topological data structure that provides a compact representation of gradient flow between critical points of a function. Critical points paired by the Morse-Smale complex identify topological features and their importance. The simplification procedure leaves important critical points untouched, and is therefore useful for extracting desirable features. We also present a visualization of the simplified topology.", "abstracts": [ { "abstractType": "Regular", "content": "In this paper, we present a topological approach for simplifying continuous functions defined on volumetric domains. We introduce two atomic operations that remove pairs of critical points of the function and design a combinatorial algorithm that simplifies the Morse-Smale complex by repeated application of these operations. The Morse-Smale complex is a topological data structure that provides a compact representation of gradient flow between critical points of a function. Critical points paired by the Morse-Smale complex identify topological features and their importance. The simplification procedure leaves important critical points untouched, and is therefore useful for extracting desirable features. We also present a visualization of the simplified topology.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "In this paper, we present a topological approach for simplifying continuous functions defined on volumetric domains. We introduce two atomic operations that remove pairs of critical points of the function and design a combinatorial algorithm that simplifies the Morse-Smale complex by repeated application of these operations. The Morse-Smale complex is a topological data structure that provides a compact representation of gradient flow between critical points of a function. Critical points paired by the Morse-Smale complex identify topological features and their importance. The simplification procedure leaves important critical points untouched, and is therefore useful for extracting desirable features. We also present a visualization of the simplified topology.", "fno": "27660068", "keywords": [ "Morse Theory", "Morse Smale Complexes", "Computational Topology", "Multiresolution", "Simplification", "Feature Detection", "3 D Scalar Fields" ], "authors": [ { "affiliation": "University of California, Davis", "fullName": "Attila Gyulassy", "givenName": "Attila", "surname": "Gyulassy", "__typename": "ArticleAuthorType" }, { "affiliation": "University of California, Davis", "fullName": "Vijay Natarajan", "givenName": "Vijay", "surname": "Natarajan", "__typename": "ArticleAuthorType" }, { "affiliation": "Lawrence Livermore National Lab", "fullName": "Valerio Pascucci", "givenName": "Valerio", "surname": "Pascucci", "__typename": "ArticleAuthorType" }, { "affiliation": "University of Illinois, Urbana Champaign", "fullName": "Peer-Timo Bremer", "givenName": "Peer-Timo", "surname": "Bremer", "__typename": "ArticleAuthorType" }, { "affiliation": "UC, Davis", "fullName": "Bernd Hamann", "givenName": "Bernd", "surname": "Hamann", "__typename": "ArticleAuthorType" } ], "idPrefix": "ieee-vis", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2005-10-01T00:00:00", "pubType": "proceedings", "pages": "68", "year": "2005", "issn": null, "isbn": "0-7803-9462-3", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "01532852", "articleId": "12OmNyO8tNJ", "__typename": "AdjacentArticleType" }, "next": { "fno": "01532853", "articleId": "12OmNzXWZGL", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/ieee-vis/2003/2030/0/20300019", "title": "A Multi-resolution Data Structure for Two-dimensional Morse-Smale Functions", "doi": null, "abstractUrl": "/proceedings-article/ieee-vis/2003/20300019/12OmNBTJIFg", "parentPublication": { "id": "proceedings/ieee-vis/2003/2030/0", "title": "Visualization Conference, IEEE", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/sibgrapi/2011/4548/0/4548a025", "title": "Memory-Efficient Computation of Persistent Homology for 3D Images Using Discrete Morse Theory", "doi": null, "abstractUrl": "/proceedings-article/sibgrapi/2011/4548a025/12OmNqJ8tfs", "parentPublication": { "id": "proceedings/sibgrapi/2011/4548/0", "title": "2011 24th SIBGRAPI Conference on Graphics, Patterns and Images", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ipdps/2012/4675/0/4675a484", "title": "The Parallel Computation of Morse-Smale Complexes", "doi": null, "abstractUrl": "/proceedings-article/ipdps/2012/4675a484/12OmNrFBQ1B", "parentPublication": { "id": "proceedings/ipdps/2012/4675/0", "title": "Parallel and Distributed Processing Symposium, International", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ieee-vis/2005/2766/0/01532839", "title": "Topology-based simplification for feature extraction from 3D scalar fields", "doi": null, "abstractUrl": "/proceedings-article/ieee-vis/2005/01532839/12OmNzkMlOD", "parentPublication": { "id": "proceedings/ieee-vis/2005/2766/0", "title": "Visualization Conference, IEEE", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2004/04/v0385", "title": "A Topological Hierarchy for Functions on Triangulated Surfaces", "doi": null, "abstractUrl": "/journal/tg/2004/04/v0385/13rRUwdrdSq", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2006/04/v0474", "title": "A Topological Approach to Simplification of Three-Dimensional Scalar Functions", "doi": null, "abstractUrl": "/journal/tg/2006/04/v0474/13rRUwhHcQN", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2007/06/04376172", "title": "Efficient Computation of Morse-Smale Complexes for Three-dimensional Scalar Functions", "doi": null, "abstractUrl": "/journal/tg/2007/06/04376172/13rRUwj7cp4", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2010/06/ttg2010061271", "title": "Visual Exploration of High Dimensional Scalar Functions", "doi": null, "abstractUrl": "/journal/tg/2010/06/ttg2010061271/13rRUx0gev4", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2012/12/ttg2012122005", "title": "Generalized Topological Simplification of Scalar Fields on Surfaces", "doi": null, "abstractUrl": "/journal/tg/2012/12/ttg2012122005/13rRUx0xPmY", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2011/12/ttg2011121842", "title": "Topological Spines: A Structure-preserving Visual Representation of Scalar Fields", "doi": null, "abstractUrl": "/journal/tg/2011/12/ttg2011121842/13rRUygT7mU", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNBKW9yF", "title": "Proceedings 41st Annual Symposium on Foundations of Computer Science", "acronym": "focs", "groupId": "1000292", "volume": "0", "displayVolume": "0", "year": "2000", "__typename": "ProceedingType" }, "article": { "id": "12OmNvT2oZT", "doi": "10.1109/SFCS.2000.892133", "title": "Topological persistence and simplification", "normalizedTitle": "Topological persistence and simplification", "abstract": "We formalize a notion of topological simplification within the framework of a filtration, which is the history of a growing complex. We classify a topological change that happens during growth as either a feature or noise, depending on its life-time or persistence within the filtration. We give fast algorithms for completing persistence and experimental evidence for their speed and utility.", "abstracts": [ { "abstractType": "Regular", "content": "We formalize a notion of topological simplification within the framework of a filtration, which is the history of a growing complex. We classify a topological change that happens during growth as either a feature or noise, depending on its life-time or persistence within the filtration. We give fast algorithms for completing persistence and experimental evidence for their speed and utility.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "We formalize a notion of topological simplification within the framework of a filtration, which is the history of a growing complex. We classify a topological change that happens during growth as either a feature or noise, depending on its life-time or persistence within the filtration. We give fast algorithms for completing persistence and experimental evidence for their speed and utility.", "fno": "08500454", "keywords": [ "Topology Algorithm Theory Computational Geometry Topological Persistence Topological Simplification Filtration Growing Complex Topological Change Fast Algorithms Computational Geometry Computational Topology Homology Groups Alpha Shapes" ], "authors": [ { "affiliation": "Dept. of Comput. Sci., Duke Univ., Durham, NC, USA", "fullName": "H. Edelsbrunner", "givenName": "H.", "surname": "Edelsbrunner", "__typename": "ArticleAuthorType" }, { "affiliation": "Dept. of Comput. Sci., Duke Univ., Durham, NC, USA", "fullName": "D. Letscher", "givenName": "D.", "surname": "Letscher", "__typename": "ArticleAuthorType" }, { "affiliation": "Dept. of Comput. Sci., Duke Univ., Durham, NC, USA", "fullName": "A. Zomorodian", "givenName": "A.", "surname": "Zomorodian", "__typename": "ArticleAuthorType" } ], "idPrefix": "focs", "isOpenAccess": false, "showRecommendedArticles": false, "showBuyMe": true, "hasPdf": true, "pubDate": "2000-11-01T00:00:00", "pubType": "proceedings", "pages": "454", "year": "2000", "issn": "0272-5428", "isbn": "0-7695-0850-2", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "08500443", "articleId": "12OmNyrqzzu", "__typename": "AdjacentArticleType" }, "next": { "fno": "08500467", "articleId": "12OmNx76TIP", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [], "articleVideos": [] }
{ "proceeding": { "id": "12OmNynsbx3", "title": "Visualization Conference, IEEE", "acronym": "ieee-vis", "groupId": "1000796", "volume": "0", "displayVolume": "0", "year": "2003", "__typename": "ProceedingType" }, "article": { "id": "12OmNwe2IxX", "doi": "10.1109/VISUAL.2003.1250389", "title": "Hierarchical Clustering for Unstructured Volumetric Scalar Fields", "normalizedTitle": "Hierarchical Clustering for Unstructured Volumetric Scalar Fields", "abstract": "We present a method to represent unstructured scalar fields at multiple levels of detail. Using a parallelizable classification algorithm to build a cluster hierarchy, we generate a multiresolution representation of a given volumetric scalar data set. The method uses principal component analysis (PCA) for cluster generation and a fitting technique based on radial basis functions (RBFs). Once the cluster hierarchy has been generated, we utilize a variety of techniques for extracting different levels of detail. The main strength of this work is its generality. Regardless of grid type, this method can be applied to any discrete scalar field representation, even one given as a \"point cloud.\"", "abstracts": [ { "abstractType": "Regular", "content": "We present a method to represent unstructured scalar fields at multiple levels of detail. Using a parallelizable classification algorithm to build a cluster hierarchy, we generate a multiresolution representation of a given volumetric scalar data set. The method uses principal component analysis (PCA) for cluster generation and a fitting technique based on radial basis functions (RBFs). Once the cluster hierarchy has been generated, we utilize a variety of techniques for extracting different levels of detail. The main strength of this work is its generality. Regardless of grid type, this method can be applied to any discrete scalar field representation, even one given as a \"point cloud.\"", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "We present a method to represent unstructured scalar fields at multiple levels of detail. Using a parallelizable classification algorithm to build a cluster hierarchy, we generate a multiresolution representation of a given volumetric scalar data set. The method uses principal component analysis (PCA) for cluster generation and a fitting technique based on radial basis functions (RBFs). Once the cluster hierarchy has been generated, we utilize a variety of techniques for extracting different levels of detail. The main strength of this work is its generality. Regardless of grid type, this method can be applied to any discrete scalar field representation, even one given as a \"point cloud.\"", "fno": "20300043", "keywords": [ "Scalar Field Simplification", "Multiresolution Data Representation", "Hierarchical Clustering", "Principal Component Analysis", "Radial Basis Function" ], "authors": [ { "affiliation": "University of California, Davis", "fullName": "Christopher S. Co", "givenName": "Christopher S.", "surname": "Co", "__typename": "ArticleAuthorType" }, { "affiliation": "Plumtree Software, Inc.", "fullName": "Bjoern Heckel", "givenName": "Bjoern", "surname": "Heckel", "__typename": "ArticleAuthorType" }, { "affiliation": "University of Kaiserslautern, Germany", "fullName": "Hans Hagen", "givenName": "Hans", "surname": "Hagen", "__typename": "ArticleAuthorType" }, { "affiliation": "University of California, Davis", "fullName": "Bernd Hamann", "givenName": "Bernd", "surname": "Hamann", "__typename": "ArticleAuthorType" }, { "affiliation": "University of California, Davis", "fullName": "Kenneth I. Joy", "givenName": "Kenneth I.", "surname": "Joy", "__typename": "ArticleAuthorType" } ], "idPrefix": "ieee-vis", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2003-10-01T00:00:00", "pubType": "proceedings", "pages": "43", "year": "2003", "issn": null, "isbn": "0-7695-2030-8", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "20300042", "articleId": "12OmNCcbDXQ", "__typename": "AdjacentArticleType" }, "next": { "fno": "20300044", "articleId": "12OmNzXnNw2", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/ieee-vis/2002/7498/0/7498weber", "title": "Exploring Scalar Fields Using Critical Isovalues", "doi": null, "abstractUrl": "/proceedings-article/ieee-vis/2002/7498weber/12OmNAYXWzS", "parentPublication": { "id": "proceedings/ieee-vis/2002/7498/0", "title": "Visualization Conference, IEEE", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ieee-vis/1998/9176/0/91760095", "title": "Extremal Feature Extraction from 3-D Vector and Noisy Scalar Fields", "doi": null, "abstractUrl": "/proceedings-article/ieee-vis/1998/91760095/12OmNAhxjBS", "parentPublication": { "id": "proceedings/ieee-vis/1998/9176/0", "title": "Visualization Conference, IEEE", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ieee-vis/2005/2766/0/27660068", "title": "Topology-based Simplification for Feature Extraction from 3D Scalar Fields", "doi": null, "abstractUrl": "/proceedings-article/ieee-vis/2005/27660068/12OmNArKShW", "parentPublication": { "id": "proceedings/ieee-vis/2005/2766/0", "title": "Visualization Conference, IEEE", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/pacificvis/2015/6879/0/07156370", "title": "Visualizing 2D scalar fields with hierarchical topology", "doi": null, "abstractUrl": "/proceedings-article/pacificvis/2015/07156370/12OmNC0y5GB", "parentPublication": { "id": "proceedings/pacificvis/2015/6879/0", "title": "2015 IEEE Pacific Visualization Symposium (PacificVis)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/dcc/2004/2082/0/20820052", "title": "Minimax Multiresolution Scalar Quantization", "doi": null, "abstractUrl": "/proceedings-article/dcc/2004/20820052/12OmNqHItuV", "parentPublication": { "id": "proceedings/dcc/2004/2082/0", "title": "Data Compression Conference", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cisp/2008/3119/4/3119d290", "title": "Lifting Wavelet-Based Two-Dimensional Scalar Field Simulation for Underwater Navigation Application", "doi": null, "abstractUrl": "/proceedings-article/cisp/2008/3119d290/12OmNzIl3vr", "parentPublication": { "id": "proceedings/cisp/2008/3119/4", "title": "Image and Signal Processing, Congress on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "mags/cg/2005/05/mcg2005050072", "title": "Hardware-Assisted Feature Analysis and Visualization of Procedurally Encoded Multifield Volumetric Data", "doi": null, "abstractUrl": "/magazine/cg/2005/05/mcg2005050072/13rRUB6Sq2N", "parentPublication": { "id": "mags/cg", "title": "IEEE Computer Graphics and Applications", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2012/12/ttg2012122005", "title": "Generalized Topological Simplification of Scalar Fields on Surfaces", "doi": null, "abstractUrl": "/journal/tg/2012/12/ttg2012122005/13rRUx0xPmY", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2011/12/ttg2011122035", "title": "Symmetry in Scalar Field Topology", "doi": null, "abstractUrl": "/journal/tg/2011/12/ttg2011122035/13rRUy2YLYr", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2011/12/ttg2011121842", "title": "Topological Spines: A Structure-preserving Visual Representation of Scalar Fields", "doi": null, "abstractUrl": "/journal/tg/2011/12/ttg2011121842/13rRUygT7mU", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNs0kyrl", "title": "2011 12th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing", "acronym": "snpd", "groupId": "1001811", "volume": "0", "displayVolume": "0", "year": "2011", "__typename": "ProceedingType" }, "article": { "id": "12OmNxIRxU2", "doi": "10.1109/SNPD.2011.21", "title": "Abnormal Crowd Behavior Detection Using Topological Methods", "normalizedTitle": "Abnormal Crowd Behavior Detection Using Topological Methods", "abstract": "In this paper we present a novel framework for abnormal behavior detection in crowded scenes. For this purpose, the theory of topological simplification on the dense field is extended to the sparse particle motion field, which is used to describe the dynamics of the crowd. We propose two new methods for analysis of boundary point structure and extraction of critical point from the particle motion field. Both methods can be used to describe the global topological structure of the crowd motion, which is the kernel idea of our work. Various types of abnormal behaviors, including crowd formation/dispersal, crowds splitting/merging, can be detected by monitoring the changes of the topological structure. The advantage of our method is that each kind of abnormal event can be described as a specific topological structure change, therefore we do not need a complex classifier to detect these anomalies. Experiments are conducted on known datasets and results show that our method is effective in detecting and locating these kinds of abnormal behaviors.", "abstracts": [ { "abstractType": "Regular", "content": "In this paper we present a novel framework for abnormal behavior detection in crowded scenes. For this purpose, the theory of topological simplification on the dense field is extended to the sparse particle motion field, which is used to describe the dynamics of the crowd. We propose two new methods for analysis of boundary point structure and extraction of critical point from the particle motion field. Both methods can be used to describe the global topological structure of the crowd motion, which is the kernel idea of our work. Various types of abnormal behaviors, including crowd formation/dispersal, crowds splitting/merging, can be detected by monitoring the changes of the topological structure. The advantage of our method is that each kind of abnormal event can be described as a specific topological structure change, therefore we do not need a complex classifier to detect these anomalies. Experiments are conducted on known datasets and results show that our method is effective in detecting and locating these kinds of abnormal behaviors.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "In this paper we present a novel framework for abnormal behavior detection in crowded scenes. For this purpose, the theory of topological simplification on the dense field is extended to the sparse particle motion field, which is used to describe the dynamics of the crowd. We propose two new methods for analysis of boundary point structure and extraction of critical point from the particle motion field. Both methods can be used to describe the global topological structure of the crowd motion, which is the kernel idea of our work. Various types of abnormal behaviors, including crowd formation/dispersal, crowds splitting/merging, can be detected by monitoring the changes of the topological structure. The advantage of our method is that each kind of abnormal event can be described as a specific topological structure change, therefore we do not need a complex classifier to detect these anomalies. Experiments are conducted on known datasets and results show that our method is effective in detecting and locating these kinds of abnormal behaviors.", "fno": "4475a013", "keywords": [ "Crowd Anomaly Detection", "Topological Simplification", "Vector Field" ], "authors": [ { "affiliation": null, "fullName": "Nan Li", "givenName": "Nan", "surname": "Li", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Zhimin Zhang", "givenName": "Zhimin", "surname": "Zhang", "__typename": "ArticleAuthorType" } ], "idPrefix": "snpd", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2011-07-01T00:00:00", "pubType": "proceedings", "pages": "13-18", "year": "2011", "issn": null, "isbn": "978-0-7695-4475-5", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "4475a007", "articleId": "12OmNwfsI2F", "__typename": "AdjacentArticleType" }, "next": { "fno": "4475a019", "articleId": "12OmNwxlrem", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/avss/2016/3811/0/07738074", "title": "Novel dataset for fine-grained abnormal behavior understanding in crowd", "doi": null, "abstractUrl": "/proceedings-article/avss/2016/07738074/12OmNBE7Mpu", "parentPublication": { "id": "proceedings/avss/2016/3811/0", "title": "2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/avss/2017/2939/0/08078503", "title": "Abnormal crowd behavior detection using novel optical flow-based features", "doi": null, "abstractUrl": "/proceedings-article/avss/2017/08078503/12OmNC8dgaD", "parentPublication": { "id": "proceedings/avss/2017/2939/0", "title": "2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icicta/2015/7644/0/7644a345", "title": "Crowd Abnormal Behavior Detection Based on Label Distribution Learning", "doi": null, "abstractUrl": "/proceedings-article/icicta/2015/7644a345/12OmNqG0SKj", "parentPublication": { "id": "proceedings/icicta/2015/7644/0", "title": "2015 8th International Conference on Intelligent Computation Technology and Automation (ICICTA)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/focs/2000/0850/0/08500454", "title": "Topological persistence and simplification", "doi": null, "abstractUrl": "/proceedings-article/focs/2000/08500454/12OmNvT2oZT", "parentPublication": { "id": "proceedings/focs/2000/0850/0", "title": "Proceedings 41st Annual Symposium on Foundations of Computer Science", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/2009/3992/0/05206641", "title": "Abnormal crowd behavior detection using social force model", "doi": null, "abstractUrl": "/proceedings-article/cvpr/2009/05206641/12OmNyYm2GM", "parentPublication": { "id": "proceedings/cvpr/2009/3992/0", "title": "2009 IEEE Conference on Computer Vision and Pattern Recognition", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpr/2010/4109/0/4109d599", "title": "Online Learning with Self-Organizing Maps for Anomaly Detection in Crowd Scenes", "doi": null, "abstractUrl": "/proceedings-article/icpr/2010/4109d599/12OmNzYeAZU", "parentPublication": { "id": "proceedings/icpr/2010/4109/0", "title": "Pattern Recognition, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icig/2011/4541/0/4541a731", "title": "An Abnormal Event Recognition in Crowd Scene", "doi": null, "abstractUrl": 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"__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/itme/2022/1015/0/101500a538", "title": "Detection of Abnormal Crowd Behavior Based on Graph Convolutional Neural Network", "doi": null, "abstractUrl": "/proceedings-article/itme/2022/101500a538/1M4rnAGXAoo", "parentPublication": { "id": "proceedings/itme/2022/1015/0", "title": "2022 12th International Conference on Information Technology in Medicine and Education (ITME)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNynsbx3", "title": "Visualization Conference, IEEE", "acronym": "ieee-vis", "groupId": "1000796", "volume": "0", "displayVolume": "0", "year": "2003", "__typename": "ProceedingType" }, "article": { "id": "12OmNBTJIFg", "doi": "10.1109/VISUAL.2003.1250365", "title": "A Multi-resolution Data Structure for Two-dimensional Morse-Smale Functions", "normalizedTitle": "A Multi-resolution Data Structure for Two-dimensional Morse-Smale Functions", "abstract": "We combine topological and geometric methods to construct a multi-resolution data structure for functions over two-dimensional domains. Starting with the Morse-Smale complex, we construct a topological hierarchy by progressively canceling critical points in pairs. Concurrently, we create a geometric hierarchy by adapting the geometry to the changes in topology. The data structure supports mesh traversal operations similarly to traditional multi-resolution representations.", "abstracts": [ { "abstractType": "Regular", "content": "We combine topological and geometric methods to construct a multi-resolution data structure for functions over two-dimensional domains. Starting with the Morse-Smale complex, we construct a topological hierarchy by progressively canceling critical points in pairs. Concurrently, we create a geometric hierarchy by adapting the geometry to the changes in topology. The data structure supports mesh traversal operations similarly to traditional multi-resolution representations.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "We combine topological and geometric methods to construct a multi-resolution data structure for functions over two-dimensional domains. Starting with the Morse-Smale complex, we construct a topological hierarchy by progressively canceling critical points in pairs. Concurrently, we create a geometric hierarchy by adapting the geometry to the changes in topology. The data structure supports mesh traversal operations similarly to traditional multi-resolution representations.", "fno": "20300019", "keywords": [ "Critical Point Theory", "Morse Smale Complexes", "Terrains", "Simplification", "Multi Resolution Data Structure" ], "authors": [ { "affiliation": "University of California, Davis; Lawrence Livermore National Laboratory, Livermore", "fullName": "P.-T. Bremer", "givenName": "P.-T.", "surname": "Bremer", "__typename": "ArticleAuthorType" }, { "affiliation": "Duke University, Durham", "fullName": "H. Edelsbrunner", "givenName": "H.", "surname": "Edelsbrunner", "__typename": "ArticleAuthorType" }, { "affiliation": "University of California, Davis", "fullName": "B. Hamann", "givenName": "B.", "surname": "Hamann", "__typename": "ArticleAuthorType" }, { "affiliation": "Lawrence Livermore National Laboratory, Livermore", "fullName": "V. Pascucci", "givenName": "V.", "surname": "Pascucci", "__typename": "ArticleAuthorType" } ], "idPrefix": "ieee-vis", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2003-10-01T00:00:00", "pubType": "proceedings", "pages": "19", "year": "2003", "issn": null, "isbn": "0-7695-2030-8", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "20300018", "articleId": "12OmNxH9Xhw", "__typename": "AdjacentArticleType" }, "next": { "fno": "01250384", "articleId": "12OmNxeM48Y", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/ieee-vis/2005/2766/0/27660068", "title": "Topology-based Simplification for Feature Extraction from 3D Scalar Fields", "doi": null, "abstractUrl": "/proceedings-article/ieee-vis/2005/27660068/12OmNArKShW", "parentPublication": { "id": "proceedings/ieee-vis/2005/2766/0", "title": "Visualization Conference, IEEE", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/sibgrapi/2011/4548/0/4548a025", "title": "Memory-Efficient Computation of Persistent Homology for 3D Images Using Discrete Morse Theory", "doi": null, "abstractUrl": "/proceedings-article/sibgrapi/2011/4548a025/12OmNqJ8tfs", "parentPublication": { "id": "proceedings/sibgrapi/2011/4548/0", "title": "2011 24th SIBGRAPI Conference on Graphics, Patterns and Images", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ipdps/2012/4675/0/4675a484", "title": "The Parallel Computation of Morse-Smale Complexes", "doi": null, "abstractUrl": "/proceedings-article/ipdps/2012/4675a484/12OmNrFBQ1B", "parentPublication": { "id": "proceedings/ipdps/2012/4675/0", "title": "Parallel and Distributed Processing Symposium, International", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iciap/2007/2877/0/28770337", "title": "Multi-resolution Morse-Smale Complexes for Terrain Modeling", "doi": null, "abstractUrl": "/proceedings-article/iciap/2007/28770337/12OmNsbY6Tz", "parentPublication": { "id": "proceedings/iciap/2007/2877/0", "title": "2007 14th International Conference on Image Analysis and Processing - ICIAP 2007", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2004/04/v0385", "title": "A Topological Hierarchy for Functions on Triangulated Surfaces", "doi": null, "abstractUrl": "/journal/tg/2004/04/v0385/13rRUwdrdSq", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2006/04/v0474", "title": "A Topological Approach to Simplification of Three-Dimensional Scalar Functions", "doi": null, "abstractUrl": "/journal/tg/2006/04/v0474/13rRUwhHcQN", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2007/06/04376172", "title": "Efficient Computation of Morse-Smale Complexes for Three-dimensional Scalar Functions", "doi": null, "abstractUrl": "/journal/tg/2007/06/04376172/13rRUwj7cp4", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2010/06/ttg2010061271", "title": "Visual Exploration of High Dimensional Scalar Functions", "doi": null, "abstractUrl": "/journal/tg/2010/06/ttg2010061271/13rRUx0gev4", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2012/10/ttg2012101757", "title": "Parallel Computation of 2D Morse-Smale Complexes", "doi": null, "abstractUrl": "/journal/tg/2012/10/ttg2012101757/13rRUxASuSL", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2012/12/ttg2012122014", "title": "Computing Morse-Smale Complexes with Accurate Geometry", "doi": null, "abstractUrl": "/journal/tg/2012/12/ttg2012122014/13rRUxZzAhE", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNwJPMXX", "title": "Parallel and Distributed Processing Symposium, International", "acronym": "ipdps", "groupId": "1000530", "volume": "0", "displayVolume": "0", "year": "2012", "__typename": "ProceedingType" }, "article": { "id": "12OmNrFBQ1B", "doi": "10.1109/IPDPS.2012.52", "title": "The Parallel Computation of Morse-Smale Complexes", "normalizedTitle": "The Parallel Computation of Morse-Smale Complexes", "abstract": "Topology-based techniques are useful for multiscale exploration of the feature space of scalar-valued functions, such as those derived from the output of large-scale simulations. The Morse-Smale (MS) complex, in particular, allows robust identification of gradient-based features, and therefore is suitable for analysis tasks in a wide range of application domains. In this paper, we develop a two-stage algorithm to construct the 1-skeleton of the Morse-Smale complex in parallel, the first stage independently computing local features per block and the second stage merging to resolve global features. Our implementation is based on MPI and a distributed-memory architecture. Through a set of scalability studies on the IBM Blue Gene/P supercomputer, we characterize the performance of the algorithm as block sizes, process counts, merging strategy, and levels of topological simplification are varied, for datasets that vary in feature composition and size. We conclude with a strong scaling study using scientific datasets computed by combustion and hydrodynamics simulations.", "abstracts": [ { "abstractType": "Regular", "content": "Topology-based techniques are useful for multiscale exploration of the feature space of scalar-valued functions, such as those derived from the output of large-scale simulations. The Morse-Smale (MS) complex, in particular, allows robust identification of gradient-based features, and therefore is suitable for analysis tasks in a wide range of application domains. In this paper, we develop a two-stage algorithm to construct the 1-skeleton of the Morse-Smale complex in parallel, the first stage independently computing local features per block and the second stage merging to resolve global features. Our implementation is based on MPI and a distributed-memory architecture. Through a set of scalability studies on the IBM Blue Gene/P supercomputer, we characterize the performance of the algorithm as block sizes, process counts, merging strategy, and levels of topological simplification are varied, for datasets that vary in feature composition and size. We conclude with a strong scaling study using scientific datasets computed by combustion and hydrodynamics simulations.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Topology-based techniques are useful for multiscale exploration of the feature space of scalar-valued functions, such as those derived from the output of large-scale simulations. The Morse-Smale (MS) complex, in particular, allows robust identification of gradient-based features, and therefore is suitable for analysis tasks in a wide range of application domains. In this paper, we develop a two-stage algorithm to construct the 1-skeleton of the Morse-Smale complex in parallel, the first stage independently computing local features per block and the second stage merging to resolve global features. Our implementation is based on MPI and a distributed-memory architecture. Through a set of scalability studies on the IBM Blue Gene/P supercomputer, we characterize the performance of the algorithm as block sizes, process counts, merging strategy, and levels of topological simplification are varied, for datasets that vary in feature composition and size. We conclude with a strong scaling study using scientific datasets computed by combustion and hydrodynamics simulations.", "fno": "4675a484", "keywords": [ "Distributed Processing", "Parallel Topological Analysis", "Morse Smale Complex" ], "authors": [ { "affiliation": "Dept. of Comput. Sci., Univ. of Utah, Salt Lake City, UT, USA", "fullName": "A. Gyulassy", "givenName": "A.", "surname": "Gyulassy", "__typename": "ArticleAuthorType" }, { "affiliation": "Dept. of Comput. Sci., Univ. of Utah, Salt Lake City, UT, USA", "fullName": "V. Pascucci", "givenName": "V.", "surname": "Pascucci", "__typename": "ArticleAuthorType" }, { "affiliation": "Math. & Comput. Sci. Div., Argonne Nat. Lab., Argonne, IL, USA", "fullName": "T. Peterka", "givenName": "T.", "surname": "Peterka", "__typename": "ArticleAuthorType" }, { "affiliation": "Math. & Comput. Sci. Div., Argonne Nat. Lab., Argonne, IL, USA", "fullName": "R. Ross", "givenName": "R.", "surname": "Ross", "__typename": "ArticleAuthorType" } ], "idPrefix": "ipdps", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2012-05-01T00:00:00", "pubType": "proceedings", "pages": "484-495", "year": "2012", "issn": "1530-2075", "isbn": "978-1-4673-0975-2", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "4675a474", "articleId": "12OmNyKrHcK", "__typename": "AdjacentArticleType" }, "next": { "fno": "4675a496", "articleId": "12OmNrYlmGB", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/ieee-vis/2003/2030/0/20300019", "title": "A Multi-resolution Data Structure for Two-dimensional Morse-Smale Functions", "doi": null, "abstractUrl": "/proceedings-article/ieee-vis/2003/20300019/12OmNBTJIFg", "parentPublication": { "id": "proceedings/ieee-vis/2003/2030/0", "title": "Visualization Conference, IEEE", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/sibgrapi/2011/4548/0/4548a025", "title": "Memory-Efficient Computation of Persistent Homology for 3D Images Using Discrete Morse Theory", "doi": null, "abstractUrl": "/proceedings-article/sibgrapi/2011/4548a025/12OmNqJ8tfs", "parentPublication": { "id": "proceedings/sibgrapi/2011/4548/0", "title": "2011 24th SIBGRAPI Conference on Graphics, Patterns and Images", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iciap/2007/2877/0/28770337", "title": "Multi-resolution Morse-Smale Complexes for Terrain Modeling", "doi": null, "abstractUrl": "/proceedings-article/iciap/2007/28770337/12OmNsbY6Tz", "parentPublication": { "id": "proceedings/iciap/2007/2877/0", "title": "2007 14th International Conference on Image Analysis and Processing - ICIAP 2007", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/smi/2005/2379/0/01563237", "title": "Volumetric data analysis using Morse-Smale complexes", "doi": null, "abstractUrl": "/proceedings-article/smi/2005/01563237/12OmNxaw5b1", "parentPublication": { "id": "proceedings/smi/2005/2379/0", "title": "Proceedings. International Conference on Shape Modeling and Applications", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2007/06/04376172", "title": "Efficient Computation of Morse-Smale Complexes for Three-dimensional Scalar Functions", "doi": null, "abstractUrl": "/journal/tg/2007/06/04376172/13rRUwj7cp4", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2012/10/ttg2012101757", "title": "Parallel Computation of 2D Morse-Smale Complexes", "doi": null, "abstractUrl": "/journal/tg/2012/10/ttg2012101757/13rRUxASuSL", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2012/12/ttg2012122014", "title": "Computing Morse-Smale Complexes with Accurate Geometry", "doi": null, "abstractUrl": "/journal/tg/2012/12/ttg2012122014/13rRUxZzAhE", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2019/01/08440824", "title": "Shared-Memory Parallel Computation of Morse-Smale Complexes with Improved Accuracy", "doi": null, "abstractUrl": "/journal/tg/2019/01/08440824/17D45Xh13tG", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/5555/01/09773959", "title": "A GPU Parallel Algorithm for Computing Morse-Smale Complexes", "doi": null, "abstractUrl": "/journal/tg/5555/01/09773959/1DjDpvFkiwE", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vis/2020/8014/0/801400a036", "title": "GPU Parallel Computation of Morse-Smale Complexes", "doi": null, "abstractUrl": "/proceedings-article/vis/2020/801400a036/1qRO66SHgwU", "parentPublication": { "id": "proceedings/vis/2020/8014/0", "title": "2020 IEEE Visualization Conference (VIS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNC3XhhC", "title": "Proceedings. International Conference on Shape Modeling and Applications", "acronym": "smi", "groupId": "1000664", "volume": "0", "displayVolume": "0", "year": "2005", "__typename": "ProceedingType" }, "article": { "id": "12OmNxaw5b1", "doi": "10.1109/SMI.2005.50", "title": "Volumetric data analysis using Morse-Smale complexes", "normalizedTitle": "Volumetric data analysis using Morse-Smale complexes", "abstract": "The 3D Morse-Smale complex is a fundamental topological construct that partitions the domain of a real-valued function into regions having uniform gradient flow behavior. In this paper, we consider the construction and selective presentation of cells of the Morse-Smale complex and their use in the analysis and visualization of scientific datasets. We take advantage of the fact that cells of different dimension often characterize different types of features present in the data. For example, critical points pinpoint changes in topology by showing where components of the level sets are created, destroyed or modified in genus. Edges of the Morse-Smale complex extract filament-like features that are not explicitly modeled in the original data. Interactive selection and rendering of portions of the Morse-Smale complex introduces fundamental data management challenges due to the unstructured nature of the complex even for structured inputs. We describe a data structure that stores the Morse-Smale complex and allows efficient selective traversal of regions of interest. Finally, we illustrate the practical use of this approach by applying it to cryo-electron microscopy data of protein molecules.", "abstracts": [ { "abstractType": "Regular", "content": "The 3D Morse-Smale complex is a fundamental topological construct that partitions the domain of a real-valued function into regions having uniform gradient flow behavior. In this paper, we consider the construction and selective presentation of cells of the Morse-Smale complex and their use in the analysis and visualization of scientific datasets. We take advantage of the fact that cells of different dimension often characterize different types of features present in the data. For example, critical points pinpoint changes in topology by showing where components of the level sets are created, destroyed or modified in genus. Edges of the Morse-Smale complex extract filament-like features that are not explicitly modeled in the original data. Interactive selection and rendering of portions of the Morse-Smale complex introduces fundamental data management challenges due to the unstructured nature of the complex even for structured inputs. We describe a data structure that stores the Morse-Smale complex and allows efficient selective traversal of regions of interest. Finally, we illustrate the practical use of this approach by applying it to cryo-electron microscopy data of protein molecules.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "The 3D Morse-Smale complex is a fundamental topological construct that partitions the domain of a real-valued function into regions having uniform gradient flow behavior. In this paper, we consider the construction and selective presentation of cells of the Morse-Smale complex and their use in the analysis and visualization of scientific datasets. We take advantage of the fact that cells of different dimension often characterize different types of features present in the data. For example, critical points pinpoint changes in topology by showing where components of the level sets are created, destroyed or modified in genus. Edges of the Morse-Smale complex extract filament-like features that are not explicitly modeled in the original data. Interactive selection and rendering of portions of the Morse-Smale complex introduces fundamental data management challenges due to the unstructured nature of the complex even for structured inputs. We describe a data structure that stores the Morse-Smale complex and allows efficient selective traversal of regions of interest. Finally, we illustrate the practical use of this approach by applying it to cryo-electron microscopy data of protein molecules.", "fno": "01563237", "keywords": [ "Data Analysis", "Shape", "Isosurfaces", "Data Visualization", "Topology", "Data Mining", "Data Structures", "Microscopy", "Clustering Algorithms", "Partitioning Algorithms" ], "authors": [], "idPrefix": "smi", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2005-05-01T00:00:00", "pubType": "proceedings", "pages": "320,321,322,323,324,325", "year": "2005", "issn": null, "isbn": "0-7695-2379-X", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": null, "next": { "fno": "23790300", "articleId": "12OmNCwCLrZ", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/ipdps/2012/4675/0/4675a484", "title": "The Parallel Computation of Morse-Smale Complexes", "doi": null, "abstractUrl": "/proceedings-article/ipdps/2012/4675a484/12OmNrFBQ1B", "parentPublication": { "id": "proceedings/ipdps/2012/4675/0", "title": "Parallel and Distributed Processing Symposium, International", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iciap/2007/2877/0/28770337", "title": "Multi-resolution Morse-Smale Complexes for Terrain Modeling", "doi": null, "abstractUrl": "/proceedings-article/iciap/2007/28770337/12OmNsbY6Tz", "parentPublication": { "id": "proceedings/iciap/2007/2877/0", "title": "2007 14th International Conference on Image Analysis and Processing - ICIAP 2007", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccsa/2008/3243/0/3243a441", "title": "Multi-Scale 3D Morse Complexes", "doi": null, "abstractUrl": "/proceedings-article/iccsa/2008/3243a441/12OmNwFRpbe", "parentPublication": { "id": "proceedings/iccsa/2008/3243/0", "title": "2008 International Conference on Computational Sciences and Its Applications", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2007/06/04376172", "title": "Efficient Computation of Morse-Smale Complexes for Three-dimensional Scalar Functions", "doi": null, "abstractUrl": "/journal/tg/2007/06/04376172/13rRUwj7cp4", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2014/12/06875918", "title": "Conforming Morse-Smale Complexes", "doi": null, "abstractUrl": "/journal/tg/2014/12/06875918/13rRUwjGoLG", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2012/10/ttg2012101757", "title": "Parallel Computation of 2D Morse-Smale Complexes", "doi": null, "abstractUrl": "/journal/tg/2012/10/ttg2012101757/13rRUxASuSL", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2012/09/06065731", "title": "Direct Feature Visualization Using Morse-Smale Complexes", "doi": null, "abstractUrl": "/journal/tg/2012/09/06065731/13rRUyv53Fn", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2019/01/08440824", "title": "Shared-Memory Parallel Computation of Morse-Smale Complexes with Improved Accuracy", "doi": null, "abstractUrl": "/journal/tg/2019/01/08440824/17D45Xh13tG", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/5555/01/09773959", "title": "A GPU Parallel Algorithm for Computing Morse-Smale Complexes", "doi": null, "abstractUrl": "/journal/tg/5555/01/09773959/1DjDpvFkiwE", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vis/2020/8014/0/801400a036", "title": "GPU Parallel Computation of Morse-Smale Complexes", "doi": null, "abstractUrl": "/proceedings-article/vis/2020/801400a036/1qRO66SHgwU", "parentPublication": { "id": "proceedings/vis/2020/8014/0", "title": "2020 IEEE Visualization Conference (VIS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNxQOjz2", "title": "Computational Aspects of Social Networks, International Conference on", "acronym": "cason", "groupId": "1002815", "volume": "0", "displayVolume": "0", "year": "2010", "__typename": "ProceedingType" }, "article": { "id": "12OmNBBzoij", "doi": "10.1109/CASoN.2010.145", "title": "Joint Temporal-Spatial Error Concealment for Multiple Description Video Coding", "normalizedTitle": "Joint Temporal-Spatial Error Concealment for Multiple Description Video Coding", "abstract": "Multiple description coding (MDC) is a promising approach for video transmission over unreliable channels. The descriptions generated have temporal correlations between frames and spatial correlations in each frame. Therefore, in view of exploring these correlations, a novel scheme, that is, joint temporal-spatial error concealment is proposed in this paper. Experimental results show that better performance of the presented scheme has achieved than other methods only using temporal or spatial error concealment.", "abstracts": [ { "abstractType": "Regular", "content": "Multiple description coding (MDC) is a promising approach for video transmission over unreliable channels. The descriptions generated have temporal correlations between frames and spatial correlations in each frame. Therefore, in view of exploring these correlations, a novel scheme, that is, joint temporal-spatial error concealment is proposed in this paper. Experimental results show that better performance of the presented scheme has achieved than other methods only using temporal or spatial error concealment.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Multiple description coding (MDC) is a promising approach for video transmission over unreliable channels. The descriptions generated have temporal correlations between frames and spatial correlations in each frame. Therefore, in view of exploring these correlations, a novel scheme, that is, joint temporal-spatial error concealment is proposed in this paper. Experimental results show that better performance of the presented scheme has achieved than other methods only using temporal or spatial error concealment.", "fno": "4202a638", "keywords": [ "Mutiple Descripiton Coding", "Error Concealment", "Temporal Domain", "Spatial Domain" ], "authors": [ { "affiliation": null, "fullName": "Huihui Bai", "givenName": "Huihui", "surname": "Bai", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Anhong Wang", "givenName": "Anhong", "surname": "Wang", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Mengmeng Zhang", "givenName": "Mengmeng", "surname": "Zhang", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Xiaoming Guo", "givenName": "Xiaoming", "surname": "Guo", "__typename": "ArticleAuthorType" } ], "idPrefix": "cason", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2010-09-01T00:00:00", "pubType": "proceedings", "pages": "638-641", "year": "2010", "issn": null, "isbn": "978-0-7695-4202-7", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "4202a635", "articleId": "12OmNxwncgr", "__typename": "AdjacentArticleType" }, "next": { "fno": "4202a642", "articleId": "12OmNzmtWxt", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/fskd/2009/3735/4/3735d011", "title": "Fuzzy Reasoning Based Temporal Error Concealment", "doi": null, "abstractUrl": "/proceedings-article/fskd/2009/3735d011/12OmNAsk4yP", "parentPublication": { "id": "proceedings/fskd/2009/3735/4", "title": "Fuzzy Systems and Knowledge Discovery, Fourth International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iwsoc/2005/2403/0/24030199", "title": "A High-Performance Error Concealment Processor for Video Decoder", "doi": null, "abstractUrl": "/proceedings-article/iwsoc/2005/24030199/12OmNBO3JXu", "parentPublication": { "id": "proceedings/iwsoc/2005/2403/0", "title": "Proceedings. Fifth International Workshop on System-on-Chip for Real-Time Applications", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cisp/2008/3119/1/3119a384", "title": "Adaptive Motion Vector Retrieval Schemes for H.264 Error Concealment", "doi": null, "abstractUrl": "/proceedings-article/cisp/2008/3119a384/12OmNBsLPcp", "parentPublication": { "id": "proceedings/cisp/2008/3119/1", "title": "Image and Signal Processing, Congress on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/etcs/2009/3557/1/3557a569", "title": "A New Temporal Error Concealment Algorithm for H.264 Using Motion Strength of Neighboring Area", "doi": null, "abstractUrl": "/proceedings-article/etcs/2009/3557a569/12OmNs5rl0T", "parentPublication": { "id": "proceedings/etcs/2009/3557/2", "title": "Education Technology and Computer Science, International Workshop on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cisp/2008/3119/1/3119a264", "title": "A Fast and Efficient Spatial Error Concealment for Intra-coded Frames", "doi": null, "abstractUrl": "/proceedings-article/cisp/2008/3119a264/12OmNsdo6pf", "parentPublication": { "id": "proceedings/cisp/2008/3119/1", "title": "Image and Signal Processing, Congress on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/dicta/2005/2467/0/24670041", "title": "Spatial Error Concealment Using Directional Extrapolation", "doi": null, "abstractUrl": "/proceedings-article/dicta/2005/24670041/12OmNwHyZWl", "parentPublication": { "id": "proceedings/dicta/2005/2467/0", "title": "Digital Image Computing: Techniques and Applications (DICTA'05)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iita/2008/3497/2/3497b315", "title": "An Error Resilient Coding Scheme for Video Transmission Based on Pixel Line Decimation", "doi": null, "abstractUrl": "/proceedings-article/iita/2008/3497b315/12OmNySosOv", "parentPublication": { "id": "iita/2008/3497/2", "title": "2008 Second International Symposium on Intelligent Information Technology Application", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/micai/2011/4605/0/4605a133", "title": "Image Processing for Error Concealment", "doi": null, "abstractUrl": "/proceedings-article/micai/2011/4605a133/12OmNz4BdgC", "parentPublication": { "id": "proceedings/micai/2011/4605/0", "title": "2011 10th Mexican International Conference on Artificial Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icme/2008/2570/0/04607514", "title": "Hybrid spatial and temporal error concealment for distributed video coding", "doi": null, "abstractUrl": "/proceedings-article/icme/2008/04607514/12OmNz4Bdol", "parentPublication": { "id": "proceedings/icme/2008/2570/0", "title": "2008 IEEE International Conference on Multimedia and Expo (ICME)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cmsp/2011/4356/2/4356b068", "title": "Spatial-Temporal Error Concealment Scheme for Intra-coded Frames", "doi": null, "abstractUrl": "/proceedings-article/cmsp/2011/4356b068/12OmNzZ5okE", "parentPublication": { "id": "proceedings/cmsp/2011/4356/2", "title": "Multimedia and Signal Processing, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNC8uRqY", "title": "2010 International Conference on Computational and Information Sciences", "acronym": "iccis", "groupId": "1800262", "volume": "0", "displayVolume": "0", "year": "2010", "__typename": "ProceedingType" }, "article": { "id": "12OmNqBKTXC", "doi": "10.1109/ICCIS.2010.177", "title": "An Efficient Method for Video Similarity Search with Video Signature", "normalizedTitle": "An Efficient Method for Video Similarity Search with Video Signature", "abstract": "With the rapid development of web video application, video similarity search has become a hot research field in content-based video retrieval. Many efforts have been carried out to improve the effectiveness and efficiency of similarity search in large database. In order to solve two challenging problems: similarity measurement and search method, a novel efficient VSS approach is proposed in this paper. A compact video signature was computed based on Spatial-temporal features of video sequences. The video similarity was measured by an efficient computation of the distance of video signature in feature space. For the scalable computing requirement, a new search method via Signature Index Table was presented by index clustering. The experimental results from the query tests in large database show this method is highly efficient for similar video search.", "abstracts": [ { "abstractType": "Regular", "content": "With the rapid development of web video application, video similarity search has become a hot research field in content-based video retrieval. Many efforts have been carried out to improve the effectiveness and efficiency of similarity search in large database. In order to solve two challenging problems: similarity measurement and search method, a novel efficient VSS approach is proposed in this paper. A compact video signature was computed based on Spatial-temporal features of video sequences. The video similarity was measured by an efficient computation of the distance of video signature in feature space. For the scalable computing requirement, a new search method via Signature Index Table was presented by index clustering. The experimental results from the query tests in large database show this method is highly efficient for similar video search.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "With the rapid development of web video application, video similarity search has become a hot research field in content-based video retrieval. Many efforts have been carried out to improve the effectiveness and efficiency of similarity search in large database. In order to solve two challenging problems: similarity measurement and search method, a novel efficient VSS approach is proposed in this paper. A compact video signature was computed based on Spatial-temporal features of video sequences. The video similarity was measured by an efficient computation of the distance of video signature in feature space. For the scalable computing requirement, a new search method via Signature Index Table was presented by index clustering. The experimental results from the query tests in large database show this method is highly efficient for similar video search.", "fno": "4270a713", "keywords": [ "Video Similarity Search", "Video Signature", "Signature Index Table", "Spatial Temporal Feature" ], "authors": [ { "affiliation": null, "fullName": "BaoFeng Lu", "givenName": "BaoFeng", "surname": "Lu", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "HaiBin Cao", "givenName": "HaiBin", "surname": "Cao", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Zheng Cao", "givenName": "Zheng", "surname": "Cao", "__typename": "ArticleAuthorType" } ], "idPrefix": "iccis", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2010-12-01T00:00:00", "pubType": "proceedings", "pages": "713-716", "year": "2010", "issn": null, "isbn": "978-0-7695-4270-6", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "4270a709", "articleId": "12OmNzUPpvp", "__typename": "AdjacentArticleType" }, "next": { "fno": "4270a717", "articleId": "12OmNwpoFC1", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/icde/2000/0506/0/05060599", "title": "Similarity Search for Multidimensional Data Sequences", "doi": null, "abstractUrl": "/proceedings-article/icde/2000/05060599/12OmNAi6vVp", "parentPublication": { "id": "proceedings/icde/2000/0506/0", "title": "Proceedings of 16th International Conference on Data Engineering (Cat. No.00CB37073)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/pcspa/2010/4180/0/4180a868", "title": "A Novel Approach for Measuring Video Similarity without Threshold and Its Application in Sports Video Categorization", "doi": null, "abstractUrl": "/proceedings-article/pcspa/2010/4180a868/12OmNwvVrEq", "parentPublication": { "id": "proceedings/pcspa/2010/4180/0", "title": "Pervasive Computing, Signal Porcessing and Applications, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icme/2005/9331/0/01521400", "title": "Audio, video and audio-visual signatures for short video clip detection: experiments on Trecvid2003", "doi": null, "abstractUrl": "/proceedings-article/icme/2005/01521400/12OmNxR5UKg", "parentPublication": { "id": "proceedings/icme/2005/9331/0", "title": "2005 IEEE International Conference on Multimedia and Expo", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/dexa/1999/0281/0/02810884", "title": "Unified Video Retrieval System Supporting Similarity Retrieval", "doi": null, "abstractUrl": "/proceedings-article/dexa/1999/02810884/12OmNyqRn3D", "parentPublication": { "id": "proceedings/dexa/1999/0281/0", "title": "Proceedings. Tenth International Workshop on Database and Expert Systems Applications. DEXA 99", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccit/2009/3896/0/3896b535", "title": "Signature Identification Based on Pixel Distribution Probability and Mean Similarity Measure with Concentric Circle Segmentation", "doi": null, "abstractUrl": "/proceedings-article/iccit/2009/3896b535/12OmNyrZLzJ", "parentPublication": { "id": "proceedings/iccit/2009/3896/0", "title": "Convergence Information Technology, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/sisap/2009/3765/0/3765a146", "title": "MiPai: Using the PP-Index to Build an Efficient and Scalable Similarity Search System", "doi": null, "abstractUrl": "/proceedings-article/sisap/2009/3765a146/12OmNzT7Ove", "parentPublication": { "id": "proceedings/sisap/2009/3765/0", "title": "Similarity Search and Applications, International Workshop on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cis/2010/4297/0/4297a086", "title": "An Efficient Semantic Similarity Search on XML Documents", "doi": null, "abstractUrl": "/proceedings-article/cis/2010/4297a086/12OmNzcPA6l", "parentPublication": { "id": "proceedings/cis/2010/4297/0", "title": "2010 International Conference on Computational Intelligence and Security", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/isecs/2009/3643/2/3643b056", "title": "Similarity Retrieval of Video Database Based on 3D Z-string", "doi": null, "abstractUrl": "/proceedings-article/isecs/2009/3643b056/12OmNzwZ6sg", "parentPublication": { "id": null, "title": null, "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tk/2006/11/k1544", "title": "Hierarchical Indexing Structure for Efficient Similarity Search in Video Retrieval", "doi": null, "abstractUrl": "/journal/tk/2006/11/k1544/13rRUx0xPIZ", "parentPublication": { "id": "trans/tk", "title": "IEEE Transactions on Knowledge & Data Engineering", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/trustcom/2021/1658/0/165800a196", "title": "Signature-Based Secure Trajectory Similarity Search", "doi": null, "abstractUrl": "/proceedings-article/trustcom/2021/165800a196/1BBz1MG4jPq", "parentPublication": { "id": "proceedings/trustcom/2021/1658/0", "title": "2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNvkYx8t", "title": "2011 44th Hawaii International Conference on System Sciences", "acronym": "hicss", "groupId": "1000730", "volume": "0", "displayVolume": "0", "year": "2011", "__typename": "ProceedingType" }, "article": { "id": "12OmNvpNIoc", "doi": "10.1109/HICSS.2011.144", "title": "Describing Temporal Correlation Spatially in a Visual Analytics Environment", "normalizedTitle": "Describing Temporal Correlation Spatially in a Visual Analytics Environment", "abstract": "In generating and exploring hypotheses, analysts often want to know about the relationship between data values across time and space. Often, the analysis begins at a world level view in which the overall temporal trend of the data is analyzed and linear correlations between various factors are explored. However, such an analysis often fails to take into account the underlying spatial structure within the data. In this work, we present an interactive visual analytics system for exploring temporal linear correlations across a variety of spatial aggregations. Users can interactively select temporal regions of interest within a calendar view window. The correlation coefficient between the selected time series is automatically calculated and the resultant value is displayed to the user. Simultaneously, a linked geospatial viewing window of the data provides information on the temporal linear correlations of the selected spatial aggregation level. Linear correlation values between time series are displayed as a choropleth map using a divergent color scheme. Furthermore, the statistical significance of each linear correlation value is calculated and regions in which the correlation value falls within the 95% confidence interval are highlighted. In this manner, analysts are able to explore both the global temporal linear correlations, as well as the underlying spatial factors that may be influencing the overall trend.", "abstracts": [ { "abstractType": "Regular", "content": "In generating and exploring hypotheses, analysts often want to know about the relationship between data values across time and space. Often, the analysis begins at a world level view in which the overall temporal trend of the data is analyzed and linear correlations between various factors are explored. However, such an analysis often fails to take into account the underlying spatial structure within the data. In this work, we present an interactive visual analytics system for exploring temporal linear correlations across a variety of spatial aggregations. Users can interactively select temporal regions of interest within a calendar view window. The correlation coefficient between the selected time series is automatically calculated and the resultant value is displayed to the user. Simultaneously, a linked geospatial viewing window of the data provides information on the temporal linear correlations of the selected spatial aggregation level. Linear correlation values between time series are displayed as a choropleth map using a divergent color scheme. Furthermore, the statistical significance of each linear correlation value is calculated and regions in which the correlation value falls within the 95% confidence interval are highlighted. In this manner, analysts are able to explore both the global temporal linear correlations, as well as the underlying spatial factors that may be influencing the overall trend.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "In generating and exploring hypotheses, analysts often want to know about the relationship between data values across time and space. Often, the analysis begins at a world level view in which the overall temporal trend of the data is analyzed and linear correlations between various factors are explored. However, such an analysis often fails to take into account the underlying spatial structure within the data. In this work, we present an interactive visual analytics system for exploring temporal linear correlations across a variety of spatial aggregations. Users can interactively select temporal regions of interest within a calendar view window. The correlation coefficient between the selected time series is automatically calculated and the resultant value is displayed to the user. Simultaneously, a linked geospatial viewing window of the data provides information on the temporal linear correlations of the selected spatial aggregation level. Linear correlation values between time series are displayed as a choropleth map using a divergent color scheme. Furthermore, the statistical significance of each linear correlation value is calculated and regions in which the correlation value falls within the 95% confidence interval are highlighted. In this manner, analysts are able to explore both the global temporal linear correlations, as well as the underlying spatial factors that may be influencing the overall trend.", "fno": "05718613", "keywords": [ "Data Visualisation", "Geographic Information Systems", "Interactive Systems", "Spatial Data Structures", "Time Series", "Visual Databases", "Data Value", "Spatial Data Structure", "Interactive Visual Analytics System", "Temporal Linear Correlation", "Spatial Aggregation", "Temporal Region", "Calendar View Window", "Correlation Coefficient", "Time Series", "Geospatial Viewing Window", "Choropleth Map", "Confidence Interval", "Correlation", "Time Series Analysis", "Visual Analytics", "Data Visualization" ], "authors": [ { "affiliation": null, "fullName": "Abish Malik", "givenName": "Abish", "surname": "Malik", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Ross Maciejewski", "givenName": "Ross", "surname": "Maciejewski", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Erin Hodgess", "givenName": "Erin", "surname": "Hodgess", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "David S. Ebert", "givenName": "David S.", "surname": "Ebert", "__typename": "ArticleAuthorType" } ], "idPrefix": "hicss", "isOpenAccess": true, "showRecommendedArticles": true, "showBuyMe": false, "hasPdf": true, "pubDate": "2011-01-01T00:00:00", "pubType": "proceedings", "pages": "1-8", "year": "2011", "issn": "1530-1605", "isbn": "978-1-4244-9618-1", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "05718612", "articleId": "12OmNyPQ4xN", "__typename": "AdjacentArticleType" }, "next": { "fno": "05718614", "articleId": "12OmNApcujk", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/vast/2012/4752/0/06400491", "title": "A correlative analysis process in a visual analytics environment", "doi": null, "abstractUrl": "/proceedings-article/vast/2012/06400491/12OmNAkEU1K", "parentPublication": { "id": "proceedings/vast/2012/4752/0", "title": "2012 IEEE Conference on Visual Analytics Science and Technology (VAST 2012)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icdt/2010/4071/0/4071a158", "title": "Effect of Temporal Correlation in the Presence of Spatial Correlation on Interference Suppression", "doi": null, "abstractUrl": "/proceedings-article/icdt/2010/4071a158/12OmNBPtJIr", "parentPublication": { "id": "proceedings/icdt/2010/4071/0", "title": "2010 Fifth International Conference on Digital Telecommunications", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2011/04/ttg2011040440", "title": "Forecasting Hotspots—A Predictive Analytics Approach", "doi": null, "abstractUrl": "/journal/tg/2011/04/ttg2011040440/13rRUwdrdSv", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2015/02/06881685", "title": "Visual Correlation Analysis of Numerical and Categorical Data on the Correlation Map", "doi": null, "abstractUrl": "/journal/tg/2015/02/06881685/13rRUytWF9l", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2019/01/08440040", "title": "A Visual Analytics Framework for Spatiotemporal Trade Network Analysis", "doi": null, "abstractUrl": "/journal/tg/2019/01/08440040/17D45WHONjL", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2023/01/09904491", "title": "Seeing What You Believe or Believing What You See? Belief Biases Correlation Estimation", "doi": null, "abstractUrl": "/journal/tg/2023/01/09904491/1H1gs8qCjdu", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iscc/2022/9792/0/09912866", "title": "Dynamic Graph Convolutional Network for Long Short-term Traffic Flow Prediction", "doi": null, "abstractUrl": "/proceedings-article/iscc/2022/09912866/1HBKboFr85O", "parentPublication": { "id": "proceedings/iscc/2022/9792/0", "title": "2022 IEEE Symposium on Computers and Communications (ISCC)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tm/2021/04/08936545", "title": "Spatio-Temporal Correlation of Interference in MANET Under Spatially Correlated Shadowing Environment", "doi": null, "abstractUrl": "/journal/tm/2021/04/08936545/1fRz3n0Ff6U", "parentPublication": { "id": "trans/tm", "title": "IEEE Transactions on Mobile Computing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/sec/2020/5943/0/594300a110", "title": "Spatula: Efficient cross-camera video analytics on large camera networks", "doi": null, "abstractUrl": "/proceedings-article/sec/2020/594300a110/1rqEwMGd8zK", "parentPublication": { "id": "proceedings/sec/2020/5943/0", "title": "2020 IEEE/ACM Symposium on Edge Computing (SEC)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icme/2021/3864/0/09428412", "title": "Real-World Image Super-Resolution Via Spatio-Temporal Correlation Network", "doi": null, "abstractUrl": "/proceedings-article/icme/2021/09428412/1uilQdpMkQE", "parentPublication": { "id": "proceedings/icme/2021/3864/0", "title": "2021 IEEE International Conference on Multimedia and Expo (ICME)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNCykm74", "title": "Multimedia Database Management Systems, International Workshop", "acronym": "iw-mmdbms", "groupId": "1000480", "volume": "0", "displayVolume": "0", "year": "1995", "__typename": "ProceedingType" }, "article": { "id": "12OmNxw5BbW", "doi": "10.1109/MMDBMS.1995.520425", "title": "A Visual Query Language for Identifying Temporal Trends in Video Data", "normalizedTitle": "A Visual Query Language for Identifying Temporal Trends in Video Data", "abstract": "Abstract: Video is becoming a popular medium for data collection. The challenge of analyzing video data is to abstract and conclude quantitative results from such a rich, qualitative medium. The focus of our research is to support video analysis by developing a user-friendly interactive visualization environment to query video data using spatio-temporal characteristics and to review visual results for trend analysis. We present our approach for identifying temporal trends in video data via querying for relationships between video annotations. Our approach allows users to analyze the video in terms of temporal relationships between events (e.g., events of type B frequently follow events of type A). We present a temporal visual query language for specifying relative temporal queries between sets of annotations. This query language builds on the notion of dynamic query filters and significantly extends them with temporal query support. It is tailored for temporal analysis-allowing users to pose queries as well as to browse the data in a temporally continuous manner, thereby aiding them in the discovery of temporal trends.", "abstracts": [ { "abstractType": "Regular", "content": "Abstract: Video is becoming a popular medium for data collection. The challenge of analyzing video data is to abstract and conclude quantitative results from such a rich, qualitative medium. The focus of our research is to support video analysis by developing a user-friendly interactive visualization environment to query video data using spatio-temporal characteristics and to review visual results for trend analysis. We present our approach for identifying temporal trends in video data via querying for relationships between video annotations. Our approach allows users to analyze the video in terms of temporal relationships between events (e.g., events of type B frequently follow events of type A). We present a temporal visual query language for specifying relative temporal queries between sets of annotations. This query language builds on the notion of dynamic query filters and significantly extends them with temporal query support. It is tailored for temporal analysis-allowing users to pose queries as well as to browse the data in a temporally continuous manner, thereby aiding them in the discovery of temporal trends.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Abstract: Video is becoming a popular medium for data collection. The challenge of analyzing video data is to abstract and conclude quantitative results from such a rich, qualitative medium. The focus of our research is to support video analysis by developing a user-friendly interactive visualization environment to query video data using spatio-temporal characteristics and to review visual results for trend analysis. We present our approach for identifying temporal trends in video data via querying for relationships between video annotations. Our approach allows users to analyze the video in terms of temporal relationships between events (e.g., events of type B frequently follow events of type A). We present a temporal visual query language for specifying relative temporal queries between sets of annotations. This query language builds on the notion of dynamic query filters and significantly extends them with temporal query support. It is tailored for temporal analysis-allowing users to pose queries as well as to browse the data in a temporally continuous manner, thereby aiding them in the discovery of temporal trends.", "fno": "71680074", "keywords": [ "Multimedia Computing Interactive Video Query Languages Visual Languages Temporal Databases Data Analysis Data Visualisation Query Processing Visual Query Language Temporal Trend Analysis Data Collection Video Data Analysis User Friendly Interactive Visualization Environment Video Data Querying Spatio Temporal Characteristics Video Annotation Relationships Temporal Relationships Events Temporal Visual Query Language Relative Temporal Query Specification Dynamic Query Filters Temporal Query Support Data Browsing" ], "authors": [ { "affiliation": "Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA", "fullName": "S. Hibino", "givenName": "S.", "surname": "Hibino", "__typename": "ArticleAuthorType" }, { "affiliation": "Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA", "fullName": "E.A. Rundensteiner", "givenName": "E.A.", "surname": "Rundensteiner", "__typename": "ArticleAuthorType" } ], "idPrefix": "iw-mmdbms", "isOpenAccess": false, "showRecommendedArticles": false, "showBuyMe": true, "hasPdf": true, "pubDate": "1995-08-01T00:00:00", "pubType": "proceedings", "pages": "0074", "year": "1995", "issn": null, "isbn": "0-8186-7168-8", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "71680066", "articleId": "12OmNxWcHgl", "__typename": "AdjacentArticleType" }, "next": { "fno": "71680082", "articleId": "12OmNwoPtAV", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [], "articleVideos": [] }
{ "proceeding": { "id": "12OmNCuDzt4", "title": "Multimedia Software Development, International Workshop on", "acronym": "mmsd", "groupId": "1000483", "volume": "0", "displayVolume": "0", "year": "1996", "__typename": "ProceedingType" }, "article": { "id": "12OmNy4r3Rh", "doi": "10.1109/MMSD.1996.557762", "title": "Spatio-Temporal Composition in Multimedia Applications", "normalizedTitle": "Spatio-Temporal Composition in Multimedia Applications", "abstract": "Abstract: The motivation for this research work is the lack of a complete declarative method for representative spatio-temporal composition of objects in the current multimedia document standards and authoring tools. We define such a model which is based on a set of spatial and temporal relationships between actors in multimedia applications. Our work exploits existing approaches for spatial and temporal relationships. We extend these relationships in order to cover the specific requirements of multimedia applications and we integrate the results in a uniform framework for spatio-temporal composition representation.", "abstracts": [ { "abstractType": "Regular", "content": "Abstract: The motivation for this research work is the lack of a complete declarative method for representative spatio-temporal composition of objects in the current multimedia document standards and authoring tools. We define such a model which is based on a set of spatial and temporal relationships between actors in multimedia applications. Our work exploits existing approaches for spatial and temporal relationships. We extend these relationships in order to cover the specific requirements of multimedia applications and we integrate the results in a uniform framework for spatio-temporal composition representation.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Abstract: The motivation for this research work is the lack of a complete declarative method for representative spatio-temporal composition of objects in the current multimedia document standards and authoring tools. We define such a model which is based on a set of spatial and temporal relationships between actors in multimedia applications. Our work exploits existing approaches for spatial and temporal relationships. We extend these relationships in order to cover the specific requirements of multimedia applications and we integrate the results in a uniform framework for spatio-temporal composition representation.", "fno": "75110120", "keywords": [ "Visual Databases Spatio Temporal Composition Multimedia Applications Research Work Multimedia Document Standards Authoring Tools Actors Temporal Relationships Spatial Relationships Requirements Analysis" ], "authors": [ { "affiliation": "Dept. of Electr. Eng., Nat. Tech. Univ. of Athens, Greece", "fullName": "M. Vazirgiannis", "givenName": "M.", "surname": "Vazirgiannis", "__typename": "ArticleAuthorType" }, { "affiliation": "Dept. of Electr. Eng., Nat. Tech. Univ. of Athens, Greece", "fullName": "Y. Theodoridis", "givenName": "Y.", "surname": "Theodoridis", "__typename": "ArticleAuthorType" }, { "affiliation": "Dept. of Electr. Eng., Nat. Tech. Univ. of Athens, Greece", "fullName": "T. Sellis", "givenName": "T.", "surname": "Sellis", "__typename": "ArticleAuthorType" } ], "idPrefix": "mmsd", "isOpenAccess": false, "showRecommendedArticles": false, "showBuyMe": true, "hasPdf": true, "pubDate": "1996-03-01T00:00:00", "pubType": "proceedings", "pages": "0120", "year": "1996", "issn": null, "isbn": "0-8186-7511-6", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "75110110", "articleId": "12OmNqFJhDC", "__typename": "AdjacentArticleType" }, "next": { "fno": "75110128", "articleId": "12OmNzaQojU", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [], "articleVideos": [] }
{ "proceeding": { "id": "12OmNvs4vpC", "title": "2011 IEEE International Symposium on Multimedia", "acronym": "ism", "groupId": "1001094", "volume": "0", "displayVolume": "0", "year": "2011", "__typename": "ProceedingType" }, "article": { "id": "12OmNyUWR7r", "doi": "10.1109/ISM.2011.76", "title": "Similarity-Based Visualization for Image Browsing Revisited", "normalizedTitle": "Similarity-Based Visualization for Image Browsing Revisited", "abstract": "We investigate whether users' visual search performance in a commonly used grid-like arrangement of images (i.e., a storyboard) can be improved by using a similarity-based sorting of images. We propose a simple but efficient algorithm for sorting image based on their color similarity. The algorithm generates an intuitive arrangement of images and allows for general application with several different layouts (e.g., storyboard, simple row/column, 3D globe/cylinder). In difference to previous work, which rarely present results from user studies, we perform a fair user study and compare an interface with color sorted images to an interface with images positioned in a random order. Both interfaces use exactly the same screen estate and interaction means. Results show that users are 20\\% faster with the sorted interface.", "abstracts": [ { "abstractType": "Regular", "content": "We investigate whether users' visual search performance in a commonly used grid-like arrangement of images (i.e., a storyboard) can be improved by using a similarity-based sorting of images. We propose a simple but efficient algorithm for sorting image based on their color similarity. The algorithm generates an intuitive arrangement of images and allows for general application with several different layouts (e.g., storyboard, simple row/column, 3D globe/cylinder). In difference to previous work, which rarely present results from user studies, we perform a fair user study and compare an interface with color sorted images to an interface with images positioned in a random order. Both interfaces use exactly the same screen estate and interaction means. Results show that users are 20\\% faster with the sorted interface.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "We investigate whether users' visual search performance in a commonly used grid-like arrangement of images (i.e., a storyboard) can be improved by using a similarity-based sorting of images. We propose a simple but efficient algorithm for sorting image based on their color similarity. The algorithm generates an intuitive arrangement of images and allows for general application with several different layouts (e.g., storyboard, simple row/column, 3D globe/cylinder). In difference to previous work, which rarely present results from user studies, we perform a fair user study and compare an interface with color sorted images to an interface with images positioned in a random order. Both interfaces use exactly the same screen estate and interaction means. Results show that users are 20\\% faster with the sorted interface.", "fno": "4589a422", "keywords": [ "Visual Search", "Image Browsing", "Image Sorting", "Visual Similarity", "User Study" ], "authors": [ { "affiliation": null, "fullName": "Klaus Schoeffmann", "givenName": "Klaus", "surname": "Schoeffmann", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "David Ahlström", "givenName": "David", "surname": "Ahlström", "__typename": "ArticleAuthorType" } ], "idPrefix": "ism", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2011-12-01T00:00:00", "pubType": "proceedings", "pages": "422-427", "year": "2011", "issn": null, "isbn": "978-0-7695-4589-9", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "4589a416", "articleId": "12OmNxETaeD", "__typename": "AdjacentArticleType" }, "next": { "fno": "4589a428", "articleId": "12OmNyxXlns", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/socpar/2009/3879/0/3879a750", "title": "Navigation and Browsing of Image Databases", "doi": null, "abstractUrl": "/proceedings-article/socpar/2009/3879a750/12OmNBE7Mr9", "parentPublication": { "id": "proceedings/socpar/2009/3879/0", "title": "Soft Computing and Pattern Recognition, International Conference of", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/wiamis/2008/3130/0/3130a227", "title": "Improved Image Retrieval Using Automatic Image Sorting and Semi-automatic Generation of Image Semantics", "doi": null, "abstractUrl": "/proceedings-article/wiamis/2008/3130a227/12OmNBKW9v5", "parentPublication": { "id": "proceedings/wiamis/2008/3130/0", "title": "Image Analysis for Multimedia Interactive Services, International Workshop on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/hisb/2011/4407/0/4407a158", "title": "A Scalable Reference Standard of Visual Similarity for a Content-Based Image Retrieval System", "doi": null, "abstractUrl": "/proceedings-article/hisb/2011/4407a158/12OmNBp52v9", "parentPublication": { "id": "proceedings/hisb/2011/4407/0", "title": "Healthcare Informatics, Imaging and Systems Biology, IEEE International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ism/2011/4589/0/4589a335", "title": "3D Image Browsing on Mobile Devices", "doi": null, "abstractUrl": "/proceedings-article/ism/2011/4589a335/12OmNC3XhqI", "parentPublication": { "id": "proceedings/ism/2011/4589/0", "title": "2011 IEEE International Symposium on Multimedia", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icme/2004/8603/2/01394311", "title": "Optimizing similarity based visualization in content based image retrieval", "doi": null, "abstractUrl": "/proceedings-article/icme/2004/01394311/12OmNCh0Pc8", "parentPublication": { "id": "proceedings/icme/2004/8603/2", "title": "2004 IEEE International Conference on Multimedia and Expo (ICME)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icme/2012/4711/0/4711a848", "title": "3D Storyboards for Interactive Visual Search", "doi": null, "abstractUrl": "/proceedings-article/icme/2012/4711a848/12OmNqBtiL3", "parentPublication": { "id": "proceedings/icme/2012/4711/0", "title": "2012 IEEE International Conference on Multimedia and Expo", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ideas/1997/8114/0/81140269", "title": "Spatial similarity-based retrievals and image indexing by hierarchical decomposition", "doi": null, "abstractUrl": "/proceedings-article/ideas/1997/81140269/12OmNxd4twx", "parentPublication": { "id": "proceedings/ideas/1997/8114/0", "title": 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{ "proceeding": null, "article": { "id": "12OmNzwZ6sg", "doi": "10.1109/ISECS.2009.190", "title": "Similarity Retrieval of Video Database Based on 3D Z-string", "normalizedTitle": "Similarity Retrieval of Video Database Based on 3D Z-string", "abstract": "Recently, the video retrieval processing is concerned with retrieving videos that are relevant to the users’ requests from a large collection of videos, referred to as a video database. We have proposed 3D Z-string to represent symbolic videos accompanying with the string generation and video reconstruction algorithms. In this paper, we proposed the spatial-temporal similarity retrieval approach of vides in 3D Z-string. Our approach defines a set of user assigned weights, based on the factors of spatial-temporal relations of object pairs in a video, in order to rank the retrieval videos. We use dynamic programming to calculate the similarity measures and propose the similarity retrieval algorithm. By providing various criterion of similarity between videos to match user requirement, our proposed similarity retrieval algorithm has discrimination power about different criteria.", "abstracts": [ { "abstractType": "Regular", "content": "Recently, the video retrieval processing is concerned with retrieving videos that are relevant to the users’ requests from a large collection of videos, referred to as a video database. We have proposed 3D Z-string to represent symbolic videos accompanying with the string generation and video reconstruction algorithms. In this paper, we proposed the spatial-temporal similarity retrieval approach of vides in 3D Z-string. Our approach defines a set of user assigned weights, based on the factors of spatial-temporal relations of object pairs in a video, in order to rank the retrieval videos. We use dynamic programming to calculate the similarity measures and propose the similarity retrieval algorithm. By providing various criterion of similarity between videos to match user requirement, our proposed similarity retrieval algorithm has discrimination power about different criteria.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Recently, the video retrieval processing is concerned with retrieving videos that are relevant to the users’ requests from a large collection of videos, referred to as a video database. We have proposed 3D Z-string to represent symbolic videos accompanying with the string generation and video reconstruction algorithms. In this paper, we proposed the spatial-temporal similarity retrieval approach of vides in 3D Z-string. Our approach defines a set of user assigned weights, based on the factors of spatial-temporal relations of object pairs in a video, in order to rank the retrieval videos. We use dynamic programming to calculate the similarity measures and propose the similarity retrieval algorithm. By providing various criterion of similarity between videos to match user requirement, our proposed similarity retrieval algorithm has discrimination power about different criteria.", "fno": "3643b056", "keywords": [ "Video Database", "Spatial Temporal Inference", "Similarity Retrieval", "3 D Z String" ], "authors": [ { "affiliation": null, "fullName": "Ping Yu", "givenName": "Ping", "surname": "Yu", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Chein-Shung Hwang", "givenName": "Chein-Shung", "surname": "Hwang", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "NaiWen Kuo", "givenName": "NaiWen", "surname": "Kuo", "__typename": "ArticleAuthorType" } ], "idPrefix": "isecs", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2009-05-01T00:00:00", "pubType": "proceedings", "pages": "56-59", "year": "2009", "issn": null, "isbn": "978-0-7695-3643-9", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "3643b052", "articleId": "12OmNxFJXzf", "__typename": "AdjacentArticleType" }, "next": { "fno": "3643b070", "articleId": "12OmNzRHONq", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/icme/2001/1198/0/11980243", "title": "A NEW SPATIAL RELATION MODEL FOR IMAGE INDEXING AND SIMILARITY RETRIEVAL", "doi": null, "abstractUrl": "/proceedings-article/icme/2001/11980243/12OmNAlNiUC", "parentPublication": { "id": "proceedings/icme/2001/1198/0", "title": "IEEE International Conference on Multimedia and Expo, 2001. ICME 2001.", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/waim/2008/3185/0/3185a127", "title": "Effective Indices for Efficient Approximate String Search and Similarity Join", "doi": null, "abstractUrl": "/proceedings-article/waim/2008/3185a127/12OmNAmVH7Z", "parentPublication": { "id": "proceedings/waim/2008/3185/0", "title": "Web-Age Information Management, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icmla/2011/4607/2/4607b072", "title": "Discriminative Optimization of String Similarity and Its Application to Biomedical Abbreviation Clustering", "doi": null, "abstractUrl": "/proceedings-article/icmla/2011/4607b072/12OmNBUS7aS", "parentPublication": { "id": "proceedings/icmla/2011/4607/2", "title": "Machine Learning and Applications, Fourth International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icdcsw/2001/1080/0/10800396", "title": "Image Indexing and Similarity Retrieval Based on A New Spatial Relation Model", "doi": null, "abstractUrl": "/proceedings-article/icdcsw/2001/10800396/12OmNxFsmBZ", "parentPublication": { "id": "proceedings/icdcsw/2001/1080/0", "title": "Proceedings 21st International Conference on Distributed Computing Systems Workshops", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/dexa/1999/0281/0/02810884", "title": "Unified Video Retrieval System Supporting Similarity Retrieval", "doi": null, "abstractUrl": "/proceedings-article/dexa/1999/02810884/12OmNyqRn3D", "parentPublication": { "id": "proceedings/dexa/1999/0281/0", "title": "Proceedings. Tenth International Workshop on Database and Expert Systems Applications. DEXA 99", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icimt/2009/3922/0/3922a211", "title": "Using Color Strings Comparison for Video Frames Retrieval", "doi": null, "abstractUrl": "/proceedings-article/icimt/2009/3922a211/12OmNyrqzBD", "parentPublication": { "id": "proceedings/icimt/2009/3922/0", "title": "Information and Multimedia Technology, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icme/2005/9331/0/01521472", "title": "Meeting video retrieval using dynamic HMM model similarity", "doi": null, "abstractUrl": "/proceedings-article/icme/2005/01521472/12OmNzEVRZb", "parentPublication": { "id": "proceedings/icme/2005/9331/0", "title": "2005 IEEE International Conference on Multimedia and Expo", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tp/1998/05/i0522", "title": "Learning String-Edit Distance", "doi": null, "abstractUrl": "/journal/tp/1998/05/i0522/13rRUwhpBOQ", "parentPublication": { "id": "trans/tp", "title": "IEEE Transactions on Pattern Analysis & Machine Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tk/2004/11/k1398", "title": "Information Retrieval in Document Image Databases", "doi": null, "abstractUrl": "/journal/tk/2004/11/k1398/13rRUyeTVii", "parentPublication": { "id": "trans/tk", "title": "IEEE Transactions on Knowledge & Data Engineering", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/2021/4509/0/450900d649", "title": "On Semantic Similarity in Video Retrieval", "doi": null, "abstractUrl": "/proceedings-article/cvpr/2021/450900d649/1yeLPmg9QZO", "parentPublication": { "id": "proceedings/cvpr/2021/4509/0", "title": "2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNzUPpw3", "title": "2007 IEEE/ACM International Conference on Computer Aided Design", "acronym": "iccad", "groupId": "1000151", "volume": "0", "displayVolume": "0", "year": "2007", "__typename": "ProceedingType" }, "article": { "id": "12OmNBp52Hd", "doi": "10.1109/ICCAD.2007.4397370", "title": "TIP-OPC: a new topological invariant paradigm for pixel based optical proximity correction", "normalizedTitle": "TIP-OPC: a new topological invariant paradigm for pixel based optical proximity correction", "abstract": "As the 193 nm lithography is likely to be used for 45 nm and even 32 nm processes, much more stringent requirement will be posed on optical proximity correction (OPC) technologies. Currently, there are two OPC approaches - the model-based OPC (MB-OPC) and the inverse lithography technology (ILT). MB-OPC generates masks which is less complex compared with ILT. But ILT produces much better results than MB-OPC in terms of contour fidelity because ILT is a pixel based method. Observing that MB-OPC preserves the mask shape topologies which leads to a lower mask complexity, we combine the strengths of both methods - the topology invariant property and the pixel based mask representation. To the best of our knowledge, it is the first time that this topological invariant pixel based OPC (TIP-OPC) paradigm is proposed, which fills the critical hole of the OPC landscape and potentially has many new applications. Our technical novelty includes the lithography friendly mask topological invariant operations, the efficient fast Fourier transform based cost function sensitivity computation and the TIP-OPC algorithm. The experimental results show that TIP-OPC can achieve much better post OPC contours compared with MB-OPC while maintaining the mask shape topologies.", "abstracts": [ { "abstractType": "Regular", "content": "As the 193 nm lithography is likely to be used for 45 nm and even 32 nm processes, much more stringent requirement will be posed on optical proximity correction (OPC) technologies. Currently, there are two OPC approaches - the model-based OPC (MB-OPC) and the inverse lithography technology (ILT). MB-OPC generates masks which is less complex compared with ILT. But ILT produces much better results than MB-OPC in terms of contour fidelity because ILT is a pixel based method. Observing that MB-OPC preserves the mask shape topologies which leads to a lower mask complexity, we combine the strengths of both methods - the topology invariant property and the pixel based mask representation. To the best of our knowledge, it is the first time that this topological invariant pixel based OPC (TIP-OPC) paradigm is proposed, which fills the critical hole of the OPC landscape and potentially has many new applications. Our technical novelty includes the lithography friendly mask topological invariant operations, the efficient fast Fourier transform based cost function sensitivity computation and the TIP-OPC algorithm. The experimental results show that TIP-OPC can achieve much better post OPC contours compared with MB-OPC while maintaining the mask shape topologies.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "As the 193 nm lithography is likely to be used for 45 nm and even 32 nm processes, much more stringent requirement will be posed on optical proximity correction (OPC) technologies. Currently, there are two OPC approaches - the model-based OPC (MB-OPC) and the inverse lithography technology (ILT). MB-OPC generates masks which is less complex compared with ILT. But ILT produces much better results than MB-OPC in terms of contour fidelity because ILT is a pixel based method. Observing that MB-OPC preserves the mask shape topologies which leads to a lower mask complexity, we combine the strengths of both methods - the topology invariant property and the pixel based mask representation. To the best of our knowledge, it is the first time that this topological invariant pixel based OPC (TIP-OPC) paradigm is proposed, which fills the critical hole of the OPC landscape and potentially has many new applications. Our technical novelty includes the lithography friendly mask topological invariant operations, the efficient fast Fourier transform based cost function sensitivity computation and the TIP-OPC algorithm. The experimental results show that TIP-OPC can achieve much better post OPC contours compared with MB-OPC while maintaining the mask shape topologies.", "fno": "04397370", "keywords": [ "Electronics Industry", "Fast Fourier Transforms", "Lithography", "Masks", "Sensitivity", "TIP OPC", "Topological Invariant Paradigm", "Optical Proximity Correction", "Model Based OPC", "Inverse Lithography Technology", "Mask Shape Topologies", "Mask Complexity", "Topology Invariant Property", "Pixel Based Mask Representation", "Fast Fourier Transform", "Cost Function Sensitivity Computation", "Shape", "Topology", "Lithography", "Optical Sensors", "Fast Fourier Transforms", "Cost Function", "Electronics Industry", "Image Segmentation", "Tagging", "Degradation" ], "authors": [ { "affiliation": "The Department of Electrical and Computer Engineering, The University of Texas at Austin, USA", "fullName": "Peng Yu", "givenName": null, "surname": "Peng Yu", "__typename": "ArticleAuthorType" }, { "affiliation": "The Department of Electrical and Computer Engineering, The University of Texas at Austin, USA", "fullName": "David Z. Pan", "givenName": "David Z.", "surname": "Pan", "__typename": "ArticleAuthorType" } ], "idPrefix": "iccad", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2007-11-01T00:00:00", "pubType": "proceedings", "pages": "", "year": "2007", "issn": "1092-3152", "isbn": "978-1-4244-1381-2", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "04397369", "articleId": "12OmNAZx8M9", "__typename": "AdjacentArticleType" }, "next": { "fno": "04397371", "articleId": "12OmNxGALdY", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/asp-dac/2000/2311/0/23110295", "title": "Subwavelength Lithography (PSM,OPC)", "doi": null, "abstractUrl": "/proceedings-article/asp-dac/2000/23110295/12OmNC4eSlU", "parentPublication": { "id": "proceedings/asp-dac/2000/2311/0", "title": "Asia and South Pacific Design Automation Conference", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/isqed/2008/3117/0/3117a810", "title": "Cellwise OPC Based on Reduced Standard Cell Library", "doi": null, "abstractUrl": "/proceedings-article/isqed/2008/3117a810/12OmNsdo6vV", "parentPublication": { "id": "proceedings/isqed/2008/3117/0", "title": "2008 9th International Symposium on Quality Electronic Design (ISQED '08)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/dac/2001/2410/0/24100085", "title": "Layout Design Methodolgies for Sub-Wavelength Manufacturing", "doi": null, "abstractUrl": "/proceedings-article/dac/2001/24100085/12OmNyL0TMv", "parentPublication": { "id": "proceedings/dac/2001/2410/0", "title": "Design Automation Conference", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/date/2012/2145/0/06176728", "title": "AIR (Aerial Image Retargeting): A novel technique for in-fab automatic model-based retargeting-for-yield", "doi": null, "abstractUrl": "/proceedings-article/date/2012/06176728/12OmNyQpgV4", "parentPublication": { "id": "proceedings/date/2012/2145/0", "title": "Design, Automation &amp; Test in Europe Conference &amp; Exhibition", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/dac/2003/2394/0/23940016", "title": "A Cost-Driven Lithographic Correction Methodology Based on Off-the-Shelf Sizing Tools", "doi": null, "abstractUrl": "/proceedings-article/dac/2003/23940016/12OmNyqzM0Q", "parentPublication": { "id": "proceedings/dac/2003/2394/0", "title": "Design Automation Conference", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vlsid/2017/5740/0/5740a447", "title": "Hybrid OPC Technique for Fast and Accurate Lithography Simulation", "doi": null, "abstractUrl": "/proceedings-article/vlsid/2017/5740a447/12OmNz6iONn", "parentPublication": { "id": "proceedings/vlsid/2017/5740/0", "title": "2017 30th International Conference on VLSI Design and 2017 16th International Conference on Embedded Systems (VLSID)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/isqed/2007/2795/0/27950788", "title": "A New Method of Implementing Hierarchical OPC", "doi": null, "abstractUrl": "/proceedings-article/isqed/2007/27950788/12OmNzd7btX", "parentPublication": { "id": "proceedings/isqed/2007/2795/0", "title": "2007 IEEE International Symposium on Quality of Electronic Design", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/date/2011/4208/0/05763173", "title": "An efficient mask optimization method based on homotopy continuation technique", "doi": null, "abstractUrl": "/proceedings-article/date/2011/05763173/12OmNzd7c0C", "parentPublication": { "id": "proceedings/date/2011/4208/0", "title": "Design, Automation &amp; Test in Europe Conference &amp; Exhibition", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/dac/2003/2394/0/01218771", "title": "A cost-driven lithographic correction methodology based on off-the-shelf sizing tools", "doi": null, "abstractUrl": "/proceedings-article/dac/2003/01218771/12OmNzmLxHb", "parentPublication": { "id": "proceedings/dac/2003/2394/0", "title": "Design Automation Conference", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccad/2008/2819/0/04681617", "title": "Electrically driven optical proximity correction based on linear programming", "doi": null, "abstractUrl": "/proceedings-article/iccad/2008/04681617/12OmNzuZUpe", "parentPublication": { "id": "proceedings/iccad/2008/2819/0", "title": "Computer-Aided Design, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNwwd2X9", "title": "7th IEEE International Conference on Bioinformatics and Bioengineering", "acronym": "bibe", "groupId": "1000075", "volume": "0", "displayVolume": "0", "year": "2007", "__typename": "ProceedingType" }, "article": { "id": "12OmNCbCrPb", "doi": "10.1109/BIBE.2007.4375736", "title": "Exploring Topological Properties of NMR Graphs", "normalizedTitle": "Exploring Topological Properties of NMR Graphs", "abstract": "In this paper we explore the topological properties of graphs derived from nuclear magnetic resonance (NMR) restraint data. Only the distance bound data is considered, connecting nodes only if the file contains a bound for the corresponding inter-atomic distance. Since NMR provides bounds for spatially-close atom pairs, the structure of the NMR graph depends heavily on the molecule's 3D shape. Therefore, understanding NMR graph topology is relevant to 3D structure prediction. We examine NMR graphs for nine molecules, sizes ranging between 195 and 1178 nodes. Three categories of topological properties are studied: connected components, diameter, and node-degree sequence. Several interesting observations emerged when relating the diameter and maximum degree to the size of the graph.", "abstracts": [ { "abstractType": "Regular", "content": "In this paper we explore the topological properties of graphs derived from nuclear magnetic resonance (NMR) restraint data. Only the distance bound data is considered, connecting nodes only if the file contains a bound for the corresponding inter-atomic distance. Since NMR provides bounds for spatially-close atom pairs, the structure of the NMR graph depends heavily on the molecule's 3D shape. Therefore, understanding NMR graph topology is relevant to 3D structure prediction. We examine NMR graphs for nine molecules, sizes ranging between 195 and 1178 nodes. Three categories of topological properties are studied: connected components, diameter, and node-degree sequence. Several interesting observations emerged when relating the diameter and maximum degree to the size of the graph.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "In this paper we explore the topological properties of graphs derived from nuclear magnetic resonance (NMR) restraint data. Only the distance bound data is considered, connecting nodes only if the file contains a bound for the corresponding inter-atomic distance. Since NMR provides bounds for spatially-close atom pairs, the structure of the NMR graph depends heavily on the molecule's 3D shape. Therefore, understanding NMR graph topology is relevant to 3D structure prediction. We examine NMR graphs for nine molecules, sizes ranging between 195 and 1178 nodes. Three categories of topological properties are studied: connected components, diameter, and node-degree sequence. Several interesting observations emerged when relating the diameter and maximum degree to the size of the graph.", "fno": "04375736", "keywords": [ "Bond Graphs", "Molecular Configurations", "Nuclear Magnetic Resonance", "NMR Graph Topology", "Nuclear Magnetic Resonance Restraint Data", "Distance Bound Data", "Inter Atomic Distance", "Spatially Close Atom Pairs", "Molecule 3 D Shape", "Connected Components", "Node Degree Sequence", "Nuclear Magnetic Resonance", "Proteins", "Topology", "Magnetic Properties", "Computer Science", "Shape", "Sequences", "Graph Theory", "Joining Processes", "Drugs", "Component", "NMR", "Graph Theory", "Topology", "Molecular Structure" ], "authors": [ { "affiliation": "School of Computing, Armstrong Atlantic State University, 11935 Abercorn Street, Savannah, GA 31419. paulius@cs.armstrong.edu", "fullName": "Paulius Micikevicius", "givenName": "Paulius", "surname": "Micikevicius", "__typename": "ArticleAuthorType" }, { "affiliation": "School of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL 32816-2362. deo@cs.ucf.edu", "fullName": "Narsingh Deo", "givenName": "Narsingh", "surname": "Deo", "__typename": "ArticleAuthorType" } ], "idPrefix": "bibe", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2007-10-01T00:00:00", "pubType": "proceedings", "pages": "", "year": "2007", "issn": null, "isbn": "1-4244-1509-8", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "04375735", "articleId": "12OmNvT2pdQ", "__typename": "AdjacentArticleType" }, "next": { "fno": "04375737", "articleId": "12OmNzE54Hj", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/vbc/1990/2039/0/00109328", "title": "Imaging of blood flow by NMR using phase velocity mapping", "doi": null, "abstractUrl": 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{ "proceeding": { "id": "12OmNx7ouUO", "title": "2010 International Conference on Innovative Computing & Communication and 2010 Asia-Pacific Conference on Information Technology & Ocean Engineering, (CICC-ITOE)", "acronym": "cicc-itoe", "groupId": "1003144", "volume": "0", "displayVolume": "0", "year": "2010", "__typename": "ProceedingType" }, "article": { "id": "12OmNwtWfLD", "doi": "10.1109/CICC-ITOE.2010.17", "title": "Speeding up the Arithmetic Operations over Optimal Extension Fields in the Lagrange Representation Using DFT", "normalizedTitle": "Speeding up the Arithmetic Operations over Optimal Extension Fields in the Lagrange Representation Using DFT", "abstract": "In this paper, efficient algorithms of the arithmetic operations over Optimal Extension Field have been considered. An arbitrary field element is represented by the Lagrange Representation, and transformation forward and backward between the Lagrange Representation and the vector of polynomial coefficients of the field element has been speeded up by applying DFT (discrete Fourier transform) over a ring. Our contribution is of establishing modular multiplication and inversion algorithms over Optimal Extension Field in the Lagrange Representation using the discrete Fourier transform.", "abstracts": [ { "abstractType": "Regular", "content": "In this paper, efficient algorithms of the arithmetic operations over Optimal Extension Field have been considered. An arbitrary field element is represented by the Lagrange Representation, and transformation forward and backward between the Lagrange Representation and the vector of polynomial coefficients of the field element has been speeded up by applying DFT (discrete Fourier transform) over a ring. Our contribution is of establishing modular multiplication and inversion algorithms over Optimal Extension Field in the Lagrange Representation using the discrete Fourier transform.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "In this paper, efficient algorithms of the arithmetic operations over Optimal Extension Field have been considered. An arbitrary field element is represented by the Lagrange Representation, and transformation forward and backward between the Lagrange Representation and the vector of polynomial coefficients of the field element has been speeded up by applying DFT (discrete Fourier transform) over a ring. Our contribution is of establishing modular multiplication and inversion algorithms over Optimal Extension Field in the Lagrange Representation using the discrete Fourier transform.", "fno": "05439298", "keywords": [ "Discrete Fourier Transforms", "Matrix Multiplication", "Polynomials", "Arithmetic Operations", "Optimal Extension Fields", "Lagrange Representation", "Optimal Extension Field", "Polynomial Coefficients", "Discrete Fourier Transform", "DFT", "Inversion Algorithms", "Vector", "Lagrangian Functions", "Discrete Fourier Transforms", "Polynomials", "Galois Fields", "Digital Arithmetic", "Marine Technology", "Cost Accounting", "Fourier Transforms", "Underwater Communication", "Information Technology", "Optimal Extension Field", "The Lagrange Representation", "Discrete Fourier Transform", "Multiplicative Inverse Algorithm" ], "authors": [ { "affiliation": null, "fullName": "Minglong Qi", "givenName": "Minglong", "surname": "Qi", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Luo Zhong", "givenName": "Luo", "surname": "Zhong", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Qingping Guo", "givenName": "Qingping", "surname": "Guo", "__typename": "ArticleAuthorType" } ], "idPrefix": "cicc-itoe", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2010-01-01T00:00:00", "pubType": "proceedings", "pages": "", "year": "2010", "issn": null, "isbn": "978-1-4244-5634-5", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "05439297", "articleId": "12OmNzBOhCR", "__typename": "AdjacentArticleType" }, "next": { "fno": "05439295", "articleId": "12OmNA0MZ8S", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/asap/1990/9089/0/00145490", "title": "A VLSI architecture for simplified arithmetic Fourier transform algorithm", "doi": null, "abstractUrl": "/proceedings-article/asap/1990/00145490/12OmNAi6vRb", "parentPublication": { "id": "proceedings/asap/1990/9089/0", "title": "Proceedings of the International Conference on Application Specific Array Processors", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/infcom/1988/0833/0/00013027", "title": "A conference key distribution system based on the Lagrange interpolating polynomial", "doi": null, "abstractUrl": "/proceedings-article/infcom/1988/00013027/12OmNBubOOC", "parentPublication": { "id": "proceedings/infcom/1988/0833/0", "title": "IEEE INFOCOM '88,Seventh Annual Joint Conference of the IEEE Computer and Communcations Societies. Networks: Evolution or Revolution?", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ewdts/2014/7630/0/07027043", "title": "Efficient calculation of cyclic convolution by means of fast Fourier transform in a finite field", "doi": null, "abstractUrl": "/proceedings-article/ewdts/2014/07027043/12OmNqNG3fM", "parentPublication": { "id": "proceedings/ewdts/2014/7630/0", "title": "2014 East-West Design & Test Symposium (EWDTS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/acssc/1992/3160/0/00269247", "title": "Wavelet transforms associated with finite cyclic groups", "doi": null, "abstractUrl": "/proceedings-article/acssc/1992/00269247/12OmNwD1pPW", "parentPublication": { "id": "proceedings/acssc/1992/3160/0", "title": "Conference Record of the Twenty-Sixth Asilomar Conference on Signals, Systems & Computers", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/acssc/1993/4120/0/00342524", "title": "Some alternate realizations of the arithmetic Fourier transform", "doi": null, "abstractUrl": "/proceedings-article/acssc/1993/00342524/12OmNyQYtrH", "parentPublication": { "id": "proceedings/acssc/1993/4120/0", "title": "Proceedings of 27th Asilomar Conference on Signals, Systems and Computers", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/csie/2009/3507/3/3507c152", "title": "Fast Simulation Sechnology to Tidal Current Animation with Lagrange Law", "doi": null, "abstractUrl": "/proceedings-article/csie/2009/3507c152/12OmNzRZpXK", "parentPublication": { "id": "proceedings/csie/2009/3507/3", "title": "Computer Science and Information Engineering, World Congress on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ssst/1989/1933/0/00072497", "title": "Extension of the fast Fourier number theoretic transform to multiple radix", "doi": null, "abstractUrl": "/proceedings-article/ssst/1989/00072497/12OmNzmclF8", "parentPublication": { "id": "proceedings/ssst/1989/1933/0", "title": "1989 The Twenty-First Southeastern Symposium on System Theory", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tc/1983/12/01676173", "title": "A Pipelined Distributed Arithmetic PFFT Processor", "doi": null, "abstractUrl": "/journal/tc/1983/12/01676173/13rRUwbs1ZF", "parentPublication": { "id": "trans/tc", "title": "IEEE Transactions on Computers", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tc/2014/01/ttc2014010196", "title": "Correcting DFT Codes with a Modified Berlekamp-Massey Algorithm and Kalman Recursive Syndrome Extension", "doi": null, "abstractUrl": "/journal/tc/2014/01/ttc2014010196/13rRUy3gn6F", "parentPublication": { "id": "trans/tc", "title": "IEEE Transactions on Computers", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tc/2006/09/t1167", "title": "Arithmetic Operations in Finite Fields of Medium Prime Characteristic Using the Lagrange Representation", "doi": null, "abstractUrl": "/journal/tc/2006/09/t1167/13rRUytF40T", "parentPublication": { "id": "trans/tc", "title": "IEEE Transactions on Computers", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNAZOJT4", "title": "IEEE-NPSS Real Time Conference", "acronym": "rtc", "groupId": "1000623", "volume": "0", "displayVolume": "0", "year": "2005", "__typename": "ProceedingType" }, "article": { "id": "12OmNyoiZ9y", "doi": "10.1109/RTC.2005.1547488", "title": "High-speed automatic microscopy for real time tracks reconstruction in nuclear emulsion", "normalizedTitle": "High-speed automatic microscopy for real time tracks reconstruction in nuclear emulsion", "abstract": "The OPERA experiment (oscillation project with emulsion-tracking apparatus) uses a massive nuclear emulsion detector to search for v/sub /spl mu///spl rarr/v/sub /spl tau// oscillation by identifying /spl tau/ leptons through the direct detection of their decay topology. The feasibility of experiments using a large mass emulsion detector is linked to the impressive progress under way in the development of automatic emulsion analysis. A new generation of scanning systems requires the development of fast automatic microscopes for emulsion scanning and image analysis to reconstruct tracks of elementary particles. The paper presents the European scanning system (ESS) developed in the framework of OPERA collaboration.", "abstracts": [ { "abstractType": "Regular", "content": "The OPERA experiment (oscillation project with emulsion-tracking apparatus) uses a massive nuclear emulsion detector to search for v/sub /spl mu///spl rarr/v/sub /spl tau// oscillation by identifying /spl tau/ leptons through the direct detection of their decay topology. The feasibility of experiments using a large mass emulsion detector is linked to the impressive progress under way in the development of automatic emulsion analysis. A new generation of scanning systems requires the development of fast automatic microscopes for emulsion scanning and image analysis to reconstruct tracks of elementary particles. The paper presents the European scanning system (ESS) developed in the framework of OPERA collaboration.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "The OPERA experiment (oscillation project with emulsion-tracking apparatus) uses a massive nuclear emulsion detector to search for v/sub /spl mu///spl rarr/v/sub /spl tau// oscillation by identifying /spl tau/ leptons through the direct detection of their decay topology. The feasibility of experiments using a large mass emulsion detector is linked to the impressive progress under way in the development of automatic emulsion analysis. A new generation of scanning systems requires the development of fast automatic microscopes for emulsion scanning and image analysis to reconstruct tracks of elementary particles. The paper presents the European scanning system (ESS) developed in the framework of OPERA collaboration.", "fno": "01547488", "keywords": [ "Image Analysis", "High Speed Automatic Microscopy", "Real Time Tracks Reconstruction", "Oscillation", "Emulsion Tracking Apparatus", "Nuclear Emulsion Detector", "Decay Topology", "Emulsion Scanning" ], "authors": [ { "affiliation": "Ist. Nazionale di Fisica Nucleare, Sezione di Napoli, Italy", "fullName": "N. D'Ambrosio", "givenName": "N.", "surname": "D'Ambrosio", "__typename": "ArticleAuthorType" } ], "idPrefix": "rtc", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2005-06-01T00:00:00", "pubType": "proceedings", "pages": "99", "year": "2005", "issn": null, "isbn": "0-7803-9183-7", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "01547487", "articleId": "12OmNzC5Tjh", "__typename": "AdjacentArticleType" }, "next": { "fno": "01547489", "articleId": "12OmNyNzhxT", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [], "articleVideos": [] }
{ "proceeding": { "id": "12OmNrJiCCS", "title": "Communication Software and Networks, International Conference on", "acronym": "iccsn", "groupId": "1002780", "volume": "0", "displayVolume": "0", "year": "2010", "__typename": "ProceedingType" }, "article": { "id": "12OmNzVXNPo", "doi": "10.1109/ICCSN.2010.105", "title": "Exploration of High-Dimensional Nuclei Data", "normalizedTitle": "Exploration of High-Dimensional Nuclei Data", "abstract": "Density Functional Theory (DFT) provides the theoretical foundation for a self-consistent mean-field description of the nucleus in terms of one-body densities and currents. The idea is to construct a functional whose input is the proton and neutron densities and currents, and whose output yields the ground-state energy and other properties of the nucleus. Extensive computations of ground-state energies and other observable properties of several thousand nuclei are required in order to find a universal functional that covers the entire chart of nuclei. Each property represents a different dimension, making this a multidimensional analysis of data. To properly study the system, the multivariate data will be projected and analyzed using GGobi, an open source visualization program for exploring high-dimensional data, and R, a software environment for statistical computing and graphics. The analysis looks for hidden relationships between observables to determine a functional that can reliably predict nuclear properties in regions where no experimental data exist, working towards a comprehensive understanding of all nuclei. Using methods for dimension reduction and visualization tools, it is hypothesized that the deformation of the neutrons is related to other characteristics of the nuclei. The discovered relationships with the deformation of the neutrons take us a step closer toward the universal functional. This is beneficial in several areas including nuclear physics, science-based stockpile stewardship, and advanced fuel-cycle research for next generation nuclear reactors.", "abstracts": [ { "abstractType": "Regular", "content": "Density Functional Theory (DFT) provides the theoretical foundation for a self-consistent mean-field description of the nucleus in terms of one-body densities and currents. The idea is to construct a functional whose input is the proton and neutron densities and currents, and whose output yields the ground-state energy and other properties of the nucleus. Extensive computations of ground-state energies and other observable properties of several thousand nuclei are required in order to find a universal functional that covers the entire chart of nuclei. Each property represents a different dimension, making this a multidimensional analysis of data. To properly study the system, the multivariate data will be projected and analyzed using GGobi, an open source visualization program for exploring high-dimensional data, and R, a software environment for statistical computing and graphics. The analysis looks for hidden relationships between observables to determine a functional that can reliably predict nuclear properties in regions where no experimental data exist, working towards a comprehensive understanding of all nuclei. Using methods for dimension reduction and visualization tools, it is hypothesized that the deformation of the neutrons is related to other characteristics of the nuclei. The discovered relationships with the deformation of the neutrons take us a step closer toward the universal functional. This is beneficial in several areas including nuclear physics, science-based stockpile stewardship, and advanced fuel-cycle research for next generation nuclear reactors.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Density Functional Theory (DFT) provides the theoretical foundation for a self-consistent mean-field description of the nucleus in terms of one-body densities and currents. The idea is to construct a functional whose input is the proton and neutron densities and currents, and whose output yields the ground-state energy and other properties of the nucleus. Extensive computations of ground-state energies and other observable properties of several thousand nuclei are required in order to find a universal functional that covers the entire chart of nuclei. Each property represents a different dimension, making this a multidimensional analysis of data. To properly study the system, the multivariate data will be projected and analyzed using GGobi, an open source visualization program for exploring high-dimensional data, and R, a software environment for statistical computing and graphics. The analysis looks for hidden relationships between observables to determine a functional that can reliably predict nuclear properties in regions where no experimental data exist, working towards a comprehensive understanding of all nuclei. Using methods for dimension reduction and visualization tools, it is hypothesized that the deformation of the neutrons is related to other characteristics of the nuclei. The discovered relationships with the deformation of the neutrons take us a step closer toward the universal functional. This is beneficial in several areas including nuclear physics, science-based stockpile stewardship, and advanced fuel-cycle research for next generation nuclear reactors.", "fno": "3961a521", "keywords": [ "Density Functional Theory", "Neutron Pairing Gap", "Neutron Quadrupole Deformation", "Universal Functional" ], "authors": [ { "affiliation": null, "fullName": "Fernando Fuentes", "givenName": "Fernando", "surname": "Fuentes", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Houssain Kettani", "givenName": "Houssain", "surname": "Kettani", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "George Ostrouchov", "givenName": "George", "surname": "Ostrouchov", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Mario Stoitsov", "givenName": "Mario", "surname": "Stoitsov", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Hai Ah Nam", "givenName": "Hai Ah", "surname": "Nam", "__typename": "ArticleAuthorType" } ], "idPrefix": "iccsn", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2010-02-01T00:00:00", "pubType": "proceedings", "pages": "521-524", "year": "2010", "issn": null, "isbn": "978-0-7695-3961-4", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "3961a516", "articleId": "12OmNBr4eCU", "__typename": "AdjacentArticleType" }, "next": { "fno": "3961a525", "articleId": "12OmNyrZLBG", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/ieee-vis/1995/7187/0/71870271", "title": "High Dimensional Brushing for Interactive Exploration of Multivariate Data", "doi": null, "abstractUrl": "/proceedings-article/ieee-vis/1995/71870271/12OmNBdJ5iK", "parentPublication": { "id": "proceedings/ieee-vis/1995/7187/0", "title": "Visualization Conference, IEEE", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iv/2007/2900/0/29000286", "title": "Targeted Projection Pursuit for Interactive Exploration of High- Dimensional Data Sets", "doi": null, "abstractUrl": "/proceedings-article/iv/2007/29000286/12OmNwtEExj", "parentPublication": { "id": "proceedings/iv/2007/2900/0", "title": "2007 11th International Conference Information Visualization (IV '07)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iciap/2003/1948/0/19480682", "title": "Automatic Segmentation of Overlapping Nuclei with High Background Variation Using Robust Estimation and Flexible Contour Models", "doi": null, "abstractUrl": "/proceedings-article/iciap/2003/19480682/12OmNx57HWb", "parentPublication": { "id": "proceedings/iciap/2003/1948/0", "title": "Image Analysis and Processing, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/dsia/2017/2198/0/08339086", "title": "High-dimensional scientific data exploration via cinema", "doi": null, "abstractUrl": "/proceedings-article/dsia/2017/08339086/12OmNxymoc7", "parentPublication": { "id": "proceedings/dsia/2017/2198/0", "title": "2017 IEEE Workshop on Data Systems for Interactive Analysis (DSIA)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/bibm/2012/2559/0/06392631", "title": "Predicting viral infection by selecting informative biomarkers from temporal high-dimensional gene expression data", "doi": null, "abstractUrl": "/proceedings-article/bibm/2012/06392631/12OmNzCWG1u", "parentPublication": { "id": "proceedings/bibm/2012/2559/0", "title": "2012 IEEE International Conference on Bioinformatics and Biomedicine", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tb/2018/02/07126946", "title": "Bayesian Multiresolution Variable Selection for Ultra-High Dimensional Neuroimaging Data", "doi": null, "abstractUrl": "/journal/tb/2018/02/07126946/13rRUwwaKrI", "parentPublication": { "id": "trans/tb", "title": "IEEE/ACM Transactions on Computational Biology and Bioinformatics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2011/05/ttg2011050584", "title": "Automated Analytical Methods to Support Visual Exploration of High-Dimensional Data", "doi": null, "abstractUrl": "/journal/tg/2011/05/ttg2011050584/13rRUxZ0o1v", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/bibe/2018/6217/0/247100a299", "title": "[Regular Paper] Three-Dimensional Segmentation of Mouse Embryonic Stem Cell Nuclei for Quantitative Analysis of Differentiation Activity Using Time-Lapse Fluorescence Microscopy Images", "doi": null, "abstractUrl": "/proceedings-article/bibe/2018/247100a299/17D45WODasw", "parentPublication": { "id": "proceedings/bibe/2018/6217/0", "title": "2018 IEEE 18th International Conference on Bioinformatics and Bioengineering (BIBE)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/bibm/2022/6819/0/09995669", "title": "MGTUNet: An new UNet for colon nuclei instance segmentation and quantification", "doi": null, "abstractUrl": "/proceedings-article/bibm/2022/09995669/1JC2qbJ1ITm", "parentPublication": { "id": "proceedings/bibm/2022/6819/0", "title": "2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/bibm/2020/6215/0/09313111", "title": "An Integration Convolutional Neural Network for Nuclei Instance Segmentation", "doi": null, "abstractUrl": "/proceedings-article/bibm/2020/09313111/1qmgbYSBFVm", "parentPublication": { "id": "proceedings/bibm/2020/6215/0", "title": "2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "1BmEezmpGrm", "title": "2021 IEEE/CVF International Conference on Computer Vision (ICCV)", "acronym": "iccv", "groupId": "1000149", "volume": "0", "displayVolume": "0", "year": "2021", "__typename": "ProceedingType" }, "article": { "id": "1BmKVq2bNeg", "doi": "10.1109/ICCV48922.2021.00399", "title": "CDNet: Centripetal Direction Network for Nuclear Instance Segmentation", "normalizedTitle": "CDNet: Centripetal Direction Network for Nuclear Instance Segmentation", "abstract": "Nuclear instance segmentation is a challenging task due to a large number of touching and overlapping nuclei in pathological images. Existing methods cannot effectively recognize the accurate boundary owing to neglecting the relationship between pixels (e.g., direction information). In this paper, we propose a novel Centripetal Direction Net-work (CDNet) for nuclear instance segmentation. Specifically, we define centripetal direction feature as a class of adjacent directions pointing to the nuclear center to rep-resent the spatial relationship between pixels within the nucleus. These direction features are then used to construct a direction difference map to represent the similarity within instances and the differences between instances. Finally, we propose a direction-guided refinement module, which acts as a plug-and-play module to effectively integrate auxiliary tasks and aggregate the features of different branches. Experiments on MoNuSeg and CPM17 datasets show that CDNet is significantly better than the other methods and achieves the state-of-the-art performance. The code is available at https://github.com/honglianghe/CDNet.", "abstracts": [ { "abstractType": "Regular", "content": "Nuclear instance segmentation is a challenging task due to a large number of touching and overlapping nuclei in pathological images. Existing methods cannot effectively recognize the accurate boundary owing to neglecting the relationship between pixels (e.g., direction information). In this paper, we propose a novel Centripetal Direction Net-work (CDNet) for nuclear instance segmentation. Specifically, we define centripetal direction feature as a class of adjacent directions pointing to the nuclear center to rep-resent the spatial relationship between pixels within the nucleus. These direction features are then used to construct a direction difference map to represent the similarity within instances and the differences between instances. Finally, we propose a direction-guided refinement module, which acts as a plug-and-play module to effectively integrate auxiliary tasks and aggregate the features of different branches. Experiments on MoNuSeg and CPM17 datasets show that CDNet is significantly better than the other methods and achieves the state-of-the-art performance. The code is available at https://github.com/honglianghe/CDNet.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Nuclear instance segmentation is a challenging task due to a large number of touching and overlapping nuclei in pathological images. Existing methods cannot effectively recognize the accurate boundary owing to neglecting the relationship between pixels (e.g., direction information). In this paper, we propose a novel Centripetal Direction Net-work (CDNet) for nuclear instance segmentation. Specifically, we define centripetal direction feature as a class of adjacent directions pointing to the nuclear center to rep-resent the spatial relationship between pixels within the nucleus. These direction features are then used to construct a direction difference map to represent the similarity within instances and the differences between instances. Finally, we propose a direction-guided refinement module, which acts as a plug-and-play module to effectively integrate auxiliary tasks and aggregate the features of different branches. Experiments on MoNuSeg and CPM17 datasets show that CDNet is significantly better than the other methods and achieves the state-of-the-art performance. The code is available at https://github.com/honglianghe/CDNet.", "fno": "2.812E11", "keywords": [ "Image Segmentation", "Pathology", "Computer Vision", "Codes", "Aggregates", "Task Analysis", "Nuclear Measurements", "Medical", "Biological", "And Cell Microscopy", "Segmentation", "Grouping And Shape" ], "authors": [ { "affiliation": "Peking University,School of Electronic and Computer Engineering,Shenzhen,China", "fullName": "Hongliang He", "givenName": "Hongliang", "surname": "He", "__typename": "ArticleAuthorType" }, { "affiliation": "Peking University,School of Electronic and Computer Engineering,Shenzhen,China", "fullName": "Zhongyi Huang", "givenName": "Zhongyi", "surname": "Huang", "__typename": "ArticleAuthorType" }, { "affiliation": "University of Chinese Academy of Sciences,Beijing,China", "fullName": "Yao Ding", "givenName": "Yao", "surname": "Ding", "__typename": "ArticleAuthorType" }, { "affiliation": "Peng Cheng Laboratory,Shenzhen,China", "fullName": "Guoli Song", "givenName": "Guoli", "surname": "Song", "__typename": "ArticleAuthorType" }, { "affiliation": "Peking University,School of Electronic and Computer Engineering,Shenzhen,China", "fullName": "Lin Wang", "givenName": "Lin", "surname": "Wang", "__typename": "ArticleAuthorType" }, { "affiliation": "Peking University,School of Electronic and Computer Engineering,Shenzhen,China", "fullName": "Qian Ren", "givenName": "Qian", "surname": "Ren", "__typename": "ArticleAuthorType" }, { "affiliation": "Sun Yatsen University,Guangzhou,China", "fullName": "Pengxu Wei", "givenName": "Pengxu", "surname": "Wei", "__typename": "ArticleAuthorType" }, { "affiliation": "Peng Cheng Laboratory,Shenzhen,China", "fullName": "Zhiqiang Gao", "givenName": "Zhiqiang", "surname": "Gao", "__typename": "ArticleAuthorType" }, { "affiliation": "Peking University,School of Electronic and Computer Engineering,Shenzhen,China", "fullName": "Jie Chen", "givenName": "Jie", "surname": "Chen", "__typename": "ArticleAuthorType" } ], "idPrefix": "iccv", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2021-10-01T00:00:00", "pubType": "proceedings", "pages": "4006-4015", "year": "2021", "issn": null, "isbn": "978-1-6654-2812-5", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "281200d995", "articleId": "1BmI7AAPCiA", "__typename": "AdjacentArticleType" }, "next": { "fno": "2.812E21", "articleId": "1BmKQBVY1Vu", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/icmtma/2011/4296/3/4296e233", "title": "Simple Analysis about the Environment Protection and Design of Nuclear Power Plant", "doi": null, "abstractUrl": "/proceedings-article/icmtma/2011/4296e233/12OmNAle6mo", "parentPublication": { "id": "proceedings/icmtma/2011/4296/3", "title": "2011 Third International Conference on Measuring Technology and 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Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/2012/1226/0/277P2C15", "title": "Matrix completion by Truncated Nuclear Norm Regularization", "doi": null, "abstractUrl": "/proceedings-article/cvpr/2012/277P2C15/12OmNxR5UF1", "parentPublication": { "id": "proceedings/cvpr/2012/1226/0", "title": "2012 IEEE Conference on Computer Vision and Pattern Recognition", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icicta/2015/7644/0/7644a073", "title": "A Random Pulse Generator for Simulating Nuclear Radiation Signals", "doi": null, "abstractUrl": "/proceedings-article/icicta/2015/7644a073/12OmNxXUhRj", "parentPublication": { "id": "proceedings/icicta/2015/7644/0", "title": "2015 8th International Conference on Intelligent Computation Technology and Automation (ICICTA)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": 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{ "proceeding": { "id": "12OmNBBhN8W", "title": "Image Analysis and Processing, International Conference on", "acronym": "iciap", "groupId": "1000346", "volume": "0", "displayVolume": "0", "year": "2003", "__typename": "ProceedingType" }, "article": { "id": "12OmNBvkdlN", "doi": "10.1109/ICIAP.2003.1234029", "title": "A Topological Approach for Segmenting Human Body Shape", "normalizedTitle": "A Topological Approach for Segmenting Human Body Shape", "abstract": "Segmentation of 3D human body is a very challenging problem in applications exploiting human scan data. To tackle this problem, this paper proposes a topological approach based on the Discrete Reeb Graph (DRG) which is an extension of the classical Reeb Graph to handle unorganized clouds of 3D points. The essence of the approach concerns detecting critical nodes in the DRG thereby permitting the extraction of branches that represent parts of the body. Because the human body shape representation is built upon global topological features that are preserved so long as the whole structure of human body does not change, our approach is quite robust against noise, holes, irregular sampling, frame change and posture variation. Experimental results performed on real scan data demonstrate the validity of our method.", "abstracts": [ { "abstractType": "Regular", "content": "Segmentation of 3D human body is a very challenging problem in applications exploiting human scan data. To tackle this problem, this paper proposes a topological approach based on the Discrete Reeb Graph (DRG) which is an extension of the classical Reeb Graph to handle unorganized clouds of 3D points. The essence of the approach concerns detecting critical nodes in the DRG thereby permitting the extraction of branches that represent parts of the body. Because the human body shape representation is built upon global topological features that are preserved so long as the whole structure of human body does not change, our approach is quite robust against noise, holes, irregular sampling, frame change and posture variation. Experimental results performed on real scan data demonstrate the validity of our method.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Segmentation of 3D human body is a very challenging problem in applications exploiting human scan data. To tackle this problem, this paper proposes a topological approach based on the Discrete Reeb Graph (DRG) which is an extension of the classical Reeb Graph to handle unorganized clouds of 3D points. The essence of the approach concerns detecting critical nodes in the DRG thereby permitting the extraction of branches that represent parts of the body. Because the human body shape representation is built upon global topological features that are preserved so long as the whole structure of human body does not change, our approach is quite robust against noise, holes, irregular sampling, frame change and posture variation. Experimental results performed on real scan data demonstrate the validity of our method.", "fno": "19480082", "keywords": [ "3 D Segmentation", "Human Body Shape", "Discrete Reeb Graph", "Critical Nodes", "Surface Anatomy" ], "authors": [ { "affiliation": "University of Glasgow", "fullName": "Yijun Xiao", "givenName": "Yijun", "surname": "Xiao", "__typename": "ArticleAuthorType" }, { "affiliation": "Dubai University College", "fullName": "Naoufel Werghi", "givenName": "Naoufel", "surname": "Werghi", "__typename": "ArticleAuthorType" }, { "affiliation": "University of Glasgow", "fullName": "Paul Siebert", "givenName": "Paul", "surname": "Siebert", "__typename": "ArticleAuthorType" } ], "idPrefix": "iciap", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2003-09-01T00:00:00", "pubType": "proceedings", "pages": "82", "year": "2003", "issn": null, "isbn": "0-7695-1948-2", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "19480076", "articleId": "12OmNvAAtnK", "__typename": "AdjacentArticleType" }, "next": { "fno": "19480088", "articleId": "12OmNvoWUXb", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/3dim/2003/1991/0/19910378", "title": "A Discrete Reeb Graph Approach for the Segmentation of Human Body Scans", "doi": null, "abstractUrl": "/proceedings-article/3dim/2003/19910378/12OmNC2xhF1", "parentPublication": { "id": "proceedings/3dim/2003/1991/0", "title": "3D Digital Imaging and Modeling, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cisp/2008/3119/2/3119b758", "title": "Human Body Feature Curve Generating Method Based on Neural Network for 3D Human Body Modelling", "doi": null, "abstractUrl": "/proceedings-article/cisp/2008/3119b758/12OmNqGRGgf", "parentPublication": { "id": 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Distance", "doi": null, "abstractUrl": "/proceedings-article/icpr/2004/212830131/12OmNxzuMCI", "parentPublication": { "id": "proceedings/icpr/2004/2128/3", "title": "Pattern Recognition, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ssiai/2002/1537/0/15370035", "title": "Extracting Human Gait Signatures by Body Segment Properties", "doi": null, "abstractUrl": "/proceedings-article/ssiai/2002/15370035/12OmNzdoMTY", "parentPublication": { "id": "proceedings/ssiai/2002/1537/0", "title": "Image Analysis and Interpretation, IEEE Southwest Symposium on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccv/1995/7042/0/70420618", "title": "3D human body model acquisition from multiple views", "doi": null, "abstractUrl": "/proceedings-article/iccv/1995/70420618/12OmNzhELoP", "parentPublication": { "id": "proceedings/iccv/1995/7042/0", "title": "Computer Vision, IEEE International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tp/1995/04/i0359", "title": "First Sight: A Human Body Outline Labeling System", "doi": null, "abstractUrl": "/journal/tp/1995/04/i0359/13rRUxYIN5f", "parentPublication": { "id": "trans/tp", "title": "IEEE Transactions on Pattern Analysis & Machine Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "1BzTIdD2eY0", "title": "2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)", "acronym": "aiam", "groupId": "1834964", "volume": "0", "displayVolume": "0", "year": "2021", "__typename": "ProceedingType" }, "article": { "id": "1BzTWuL8Zl6", "doi": "10.1109/AIAM54119.2021.00119", "title": "Effect of Different Powder Size on the Pore Properties of Porous Ti-33Al Intermetallics Fabricated by Add Material Manufacture", "normalizedTitle": "Effect of Different Powder Size on the Pore Properties of Porous Ti-33Al Intermetallics Fabricated by Add Material Manufacture", "abstract": "Porous Ti-33Al Intermetallicss were manufactured utilizing Al and Ti element mixed powder as raw materials and based on the Kirkendall effect add material manufacture technique to satisfy the demands of TiAl intermetallics filter elements in the chemical, hydrometallurgical, petrochemical, and other industries. The quantitative relationship between Til Al element powder particle size and pore structure characteristics including, permeability, pore size and porosity of Ti-33A1 porous material was explored in depth. The study indicate that the powder particle size has a significant impact on the regulation of pore structure in porous materials. The permeability and pore size of the materials will rise as the particle size of the raw materials increases. Between the permeability and maximum pore size, the Hagen-Poiseuille equation is carefully obeyed, and its mathematical expression is <tex>Z_$J=0.205d_{m}^{2}\\theta$_Z</tex>. This study will benefit in the production of porous materials with added material manufacture technology.", "abstracts": [ { "abstractType": "Regular", "content": "Porous Ti-33Al Intermetallicss were manufactured utilizing Al and Ti element mixed powder as raw materials and based on the Kirkendall effect add material manufacture technique to satisfy the demands of TiAl intermetallics filter elements in the chemical, hydrometallurgical, petrochemical, and other industries. The quantitative relationship between Til Al element powder particle size and pore structure characteristics including, permeability, pore size and porosity of Ti-33A1 porous material was explored in depth. The study indicate that the powder particle size has a significant impact on the regulation of pore structure in porous materials. The permeability and pore size of the materials will rise as the particle size of the raw materials increases. Between the permeability and maximum pore size, the Hagen-Poiseuille equation is carefully obeyed, and its mathematical expression is <tex>$J=0.205d_{m}^{2}\\theta$</tex>. This study will benefit in the production of porous materials with added material manufacture technology.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Porous Ti-33Al Intermetallicss were manufactured utilizing Al and Ti element mixed powder as raw materials and based on the Kirkendall effect add material manufacture technique to satisfy the demands of TiAl intermetallics filter elements in the chemical, hydrometallurgical, petrochemical, and other industries. The quantitative relationship between Til Al element powder particle size and pore structure characteristics including, permeability, pore size and porosity of Ti-33A1 porous material was explored in depth. The study indicate that the powder particle size has a significant impact on the regulation of pore structure in porous materials. The permeability and pore size of the materials will rise as the particle size of the raw materials increases. Between the permeability and maximum pore size, the Hagen-Poiseuille equation is carefully obeyed, and its mathematical expression is -. This study will benefit in the production of porous materials with added material manufacture technology.", "fno": "173200a571", "keywords": [ "Aluminium Alloys", "Chemical Interdiffusion", "Permeability", "Porosity", "Porous Materials", "Powder Metallurgy", "Powders", "Sintering", "Titanium Alloys", "Porous Materials", "Permeability", "Added Material Manufacture Technology", "Pore Properties", "Kirkendall Effect", "Pore Structure Characteristics", "Porosity", "Pore Size", "Porous Intermetallics", "Raw Materials", "Hagen Poiseuille Equation", "Ti Al", "Industries", "Powders", "Production", "Petrochemicals", "Raw Materials", "Regulation", "Permeability", "Powder Particle Size", "Ti 33 Al Intermetallics", "Pore Structure", "Porous Material" ], "authors": [ { "affiliation": "Wuhan Polytechnic University,School of Mechanical Engineering,Wuhan,Hubei,China", "fullName": "Yiquan Fan", "givenName": "Yiquan", "surname": "Fan", "__typename": "ArticleAuthorType" }, { "affiliation": "Wuhan Polytechnic University,School of Mechanical Engineering,Wuhan,Hubei,China", "fullName": "Qinghua Yan", "givenName": "Qinghua", "surname": "Yan", "__typename": "ArticleAuthorType" }, { "affiliation": "Wuhan Polytechnic University,School of Mechanical Engineering,Wuhan,Hubei,China", "fullName": "Junsheng Yang", "givenName": "Junsheng", "surname": "Yang", "__typename": "ArticleAuthorType" } ], "idPrefix": "aiam", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2021-10-01T00:00:00", "pubType": "proceedings", "pages": "571-574", "year": "2021", "issn": null, "isbn": "978-1-6654-1732-7", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "173200a567", "articleId": "1BzTKzaZZ72", "__typename": "AdjacentArticleType" }, "next": { "fno": "173200a575", "articleId": "1BzTMlCnzRm", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, 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Porous Concrete", "doi": null, "abstractUrl": "/proceedings-article/icicta/2011/05751012/12OmNrJRP0d", "parentPublication": { "id": "icicta/2011/4353/2", "title": "Intelligent Computation Technology and Automation, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icee/2010/3997/0/3997f031", "title": "A New Definition on Fractal Porous Rock Damage Variable and Study on Evolution Characteristics of Porosity-permeability", "doi": null, "abstractUrl": "/proceedings-article/icee/2010/3997f031/12OmNwNeYwr", "parentPublication": { "id": "proceedings/icee/2010/3997/0", "title": "International Conference on E-Business and E-Government", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icmtma/2011/4296/2/4296c003", "title": "Effect of Grinding Time on Microstructure of Porous Ceramics and Decolorizing Ability of Mmalachite Green", "doi": null, "abstractUrl": "/proceedings-article/icmtma/2011/4296c003/12OmNwcUjQi", "parentPublication": { "id": "proceedings/icmtma/2011/4296/2", "title": "2011 Third International Conference on Measuring Technology and Mechatronics Automation", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icitbs/2015/0464/0/0464a362", "title": "Effect of Gradation of Mineral Admixtures on Chloride Permeability of Concrete", "doi": null, "abstractUrl": "/proceedings-article/icitbs/2015/0464a362/12OmNwfKj8J", "parentPublication": { "id": "proceedings/icitbs/2015/0464/0", "title": "2015 International Conference on Intelligent Transportation, Big Data & Smart City (ICITBS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cdciem/2011/4350/0/4350c096", "title": "Environmental Influencing Factors of Permeability on Contaminative Aquifer Medium by Ethanol Blended Gasoline", "doi": null, "abstractUrl": "/proceedings-article/cdciem/2011/4350c096/12OmNzmLxIr", "parentPublication": { "id": "proceedings/cdciem/2011/4350/0", "title": "Computer Distributed Control and Intelligent Environmental Monitoring, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2012/12/ttg2012122041", "title": "Augmented Topological Descriptors of Pore Networks for Material Science", "doi": null, "abstractUrl": "/journal/tg/2012/12/ttg2012122041/13rRUxly8ST", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "mags/cs/2016/04/mcs2016040060", "title": "OpenPNM: A Pore Network Modeling Package", "doi": null, "abstractUrl": "/magazine/cs/2016/04/mcs2016040060/13rRUyYSWo2", "parentPublication": { "id": "mags/cs", "title": "Computing in Science & Engineering", "__typename": "ParentPublication" }, 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{ "proceeding": { "id": "1tmhi3ly74c", "title": "2020 25th International Conference on Pattern Recognition (ICPR)", "acronym": "icpr", "groupId": "1000545", "volume": "0", "displayVolume": "0", "year": "2021", "__typename": "ProceedingType" }, "article": { "id": "1tmj8v69FQc", "doi": "10.1109/ICPR48806.2021.9412054", "title": "Aerial Road Segmentation in the Presence of Topological Label Noise", "normalizedTitle": "Aerial Road Segmentation in the Presence of Topological Label Noise", "abstract": "The availability of large-scale annotated datasets has enabled Fully-Convolutional Neural Networks to reach outstanding performance on road extraction in aerial images. However, high-quality pixel-level annotation is expensive to produce and even manually labeled data often contains topological errors. Trading off quality for quantity, many datasets rely on already available yet noisy labels, for example from OpenStreetMap. In this paper, we explore the training of custom U-Nets built with ResNet and DenseNet backbones using noise-aware losses that are robust towards label omission and registration noise. We perform an extensive evaluation of standard and noise-aware losses, including a novel Bootstrapped DICE-Coefficient loss, on two challenging road segmentation benchmarks. Our losses yield a consistent improvement in overall extraction quality and exhibit a strong capacity to cope with severe label noise. Our method generalizes well to two other fine-grained topology delineation tasks: surface crack detection for quality inspection and cell membrane extraction in electron microscopy imagery.", "abstracts": [ { "abstractType": "Regular", "content": "The availability of large-scale annotated datasets has enabled Fully-Convolutional Neural Networks to reach outstanding performance on road extraction in aerial images. However, high-quality pixel-level annotation is expensive to produce and even manually labeled data often contains topological errors. Trading off quality for quantity, many datasets rely on already available yet noisy labels, for example from OpenStreetMap. In this paper, we explore the training of custom U-Nets built with ResNet and DenseNet backbones using noise-aware losses that are robust towards label omission and registration noise. We perform an extensive evaluation of standard and noise-aware losses, including a novel Bootstrapped DICE-Coefficient loss, on two challenging road segmentation benchmarks. Our losses yield a consistent improvement in overall extraction quality and exhibit a strong capacity to cope with severe label noise. Our method generalizes well to two other fine-grained topology delineation tasks: surface crack detection for quality inspection and cell membrane extraction in electron microscopy imagery.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "The availability of large-scale annotated datasets has enabled Fully-Convolutional Neural Networks to reach outstanding performance on road extraction in aerial images. However, high-quality pixel-level annotation is expensive to produce and even manually labeled data often contains topological errors. Trading off quality for quantity, many datasets rely on already available yet noisy labels, for example from OpenStreetMap. In this paper, we explore the training of custom U-Nets built with ResNet and DenseNet backbones using noise-aware losses that are robust towards label omission and registration noise. We perform an extensive evaluation of standard and noise-aware losses, including a novel Bootstrapped DICE-Coefficient loss, on two challenging road segmentation benchmarks. Our losses yield a consistent improvement in overall extraction quality and exhibit a strong capacity to cope with severe label noise. Our method generalizes well to two other fine-grained topology delineation tasks: surface crack detection for quality inspection and cell membrane extraction in electron microscopy imagery.", "fno": "09412054", "keywords": [ "Crack Detection", "Feature Extraction", "Geophysical Image Processing", "Image Classification", "Image Registration", "Image Segmentation", "Learning Artificial Intelligence", "Neural Nets", "Quality Inspection", "Cell Membrane Extraction", "Aerial Road Segmentation", "Topological Label Noise", "Large Scale Annotated Datasets", "Fully Convolutional Neural Networks", "Road Extraction", "Aerial Images", "High Quality Pixel Level Annotation", "Manually Labeled Data", "Topological Errors", "Custom U Nets", "Noise Aware Losses", "Label Omission", "Registration Noise", "Challenging Road Segmentation Benchmarks", "Extraction Quality", "Severe Label Noise", "Fine Grained Topology Delineation Tasks", "Noisy Labels", "Bootstrapped DICE Coefficient Loss", "Training", "Image Segmentation", "Roads", "Topology", "Pattern Recognition", "Noise Measurement", "Electron Microscopy" ], "authors": [ { "affiliation": "Remote Sensing Technology Institute, German Aerospace Center (DLR),Oberpfaffenhofen,Germany", "fullName": "Corentin Henry", "givenName": "Corentin", "surname": "Henry", "__typename": "ArticleAuthorType" }, { "affiliation": "Institute of Computer Graphics and Vision, Graz University of Technology (TUG),Graz,Austria", "fullName": "Friedrich Fraundorfer", "givenName": "Friedrich", "surname": "Fraundorfer", "__typename": "ArticleAuthorType" }, { "affiliation": "Amazon,Berlin,Germany", "fullName": "Eleonora Vig", "givenName": "Eleonora", "surname": "Vig", "__typename": "ArticleAuthorType" } ], "idPrefix": "icpr", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2021-01-01T00:00:00", "pubType": "proceedings", "pages": "2336-2343", "year": "2021", "issn": "1051-4651", "isbn": "978-1-7281-8808-9", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "09413331", "articleId": "1tmhZPKsdH2", "__typename": "AdjacentArticleType" }, "next": { "fno": "09412649", "articleId": "1tmhxhHRtbW", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/cvpr/1988/0862/0/00196327", "title": "Road finding for road-network extraction", "doi": null, "abstractUrl": "/proceedings-article/cvpr/1988/00196327/12OmNAsk4Ab", "parentPublication": { "id": "proceedings/cvpr/1988/0862/0", "title": "Proceedings CVPR '88: The Computer Society Conference on Computer Vision and Pattern Recognition", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cvpr/1988/0862/0/00196307", "title": "Cooperative methods for road tracking in aerial imagery", "doi": null, "abstractUrl": "/proceedings-article/cvpr/1988/00196307/12OmNvJXeAr", "parentPublication": { "id": "proceedings/cvpr/1988/0862/0", "title": "Proceedings CVPR '88: The Computer Society Conference on Computer Vision and Pattern Recognition", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iih-msp/2008/3278/0/3278a779", "title": "Road Extraction in Remote Sensing Images Using a New Algorithm", "doi": null, "abstractUrl": "/proceedings-article/iih-msp/2008/3278a779/12OmNwErpEu", "parentPublication": { "id": "proceedings/iih-msp/2008/3278/0", "title": "2008 Fourth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/comgeo/2013/5012/0/06602035", "title": "Road Segmentation in Aerial Images by Exploiting Road Vector Data", "doi": null, "abstractUrl": "/proceedings-article/comgeo/2013/06602035/12OmNyen1kQ", "parentPublication": { "id": "proceedings/comgeo/2013/5012/0", "title": "2013 4th International Conference on Computing for Geospatial Research & Application (COM.Geo)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccv/2017/1032/0/1032d458", "title": "DeepRoadMapper: Extracting Road Topology from Aerial Images", "doi": null, "abstractUrl": "/proceedings-article/iccv/2017/1032d458/12OmNyv7m8s", "parentPublication": { "id": "proceedings/iccv/2017/1032/0", "title": "2017 IEEE International Conference on Computer Vision (ICCV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/git4ndm/2013/2269/0/2269a124", "title": "Rapid Update of Road Surface Databases Using Mobile LiDAR: Road-Markings", "doi": null, "abstractUrl": "/proceedings-article/git4ndm/2013/2269a124/12OmNzXFoLA", "parentPublication": { "id": "proceedings/git4ndm/2013/2269/0", "title": "2013 Fifth International Conference on Geo-Information Technologies for Natural Disaster Management (GiT4NDM)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icccnt/2013/3926/0/06726766", "title": "Automatic road extraction using high resolution satellite images based on level set and mean shift methods", "doi": null, "abstractUrl": "/proceedings-article/icccnt/2013/06726766/12OmNzt0Iwl", "parentPublication": { "id": "proceedings/icccnt/2013/3926/0", "title": "2013 Fourth International Conference on Computing, Communications and Networking Technologies (ICCCNT)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccv/2021/2812/0/281200l1885", "title": "Beyond Road Extraction: A Dataset for Map Update using Aerial Images", "doi": null, "abstractUrl": "/proceedings-article/iccv/2021/281200l1885/1BmESLQ7F2U", "parentPublication": { "id": "proceedings/iccv/2021/2812/0", "title": "2021 IEEE/CVF International Conference on Computer Vision (ICCV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/mlbdbi/2019/5094/0/509400a014", "title": "A Fast Map Matching Algorithm Based on Topological Relation of Road Network", "doi": null, "abstractUrl": "/proceedings-article/mlbdbi/2019/509400a014/1gjRGGxTmY8", "parentPublication": { "id": "proceedings/mlbdbi/2019/5094/0", "title": "2019 International Conference on Machine Learning, Big Data and Business Intelligence (MLBDBI)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icde/2020/2903/0/09101626", "title": "Automatic Calibration of Road Intersection Topology using Trajectories", "doi": null, "abstractUrl": "/proceedings-article/icde/2020/09101626/1kaMMZBeWZi", "parentPublication": { "id": "proceedings/icde/2020/2903/0", "title": "2020 IEEE 36th International Conference on Data Engineering (ICDE)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], 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{ "proceeding": { "id": "12OmNxTEiSt", "title": "2016 IEEE Pacific Visualization Symposium (PacificVis)", "acronym": "pacificvis", "groupId": "1001657", "volume": "0", "displayVolume": "0", "year": "2016", "__typename": "ProceedingType" }, "article": { "id": "12OmNAXxX8A", "doi": "10.1109/PACIFICVIS.2016.7465247", "title": "Visualizing knots and braids with touchable 3D manipulatives", "normalizedTitle": "Visualizing knots and braids with touchable 3D manipulatives", "abstract": "In this paper we present a mathematical knot/braid diagram interface that exploits 3D computer graphics, interactive visualization, and multi-touch technology to enhance one's intuitive experience with mathematical theory of knots. Our interaction model is based on the clever but simple geometric construction named the Reide-meister moves, which allows 3D topological manipulations using rather simple 2D moves. Multi-touch interfaces can provide a natural way for us to interact with the extra degrees of freedom that characterize knots' mathematical, physical, and arithmetic properties. Relative to a specialized mouse-driven interface, the proposed multi-touch interface is easier and more intuitive to learn, and our pilot study shows that knot and braid manipulation with multi-touch is much faster and more efficient. All these combine to show that interactive computer graphics methods and computer interfaces can be used to construct virtual manipulatives and meet the challenge of exploring abstract mathematical worlds.", "abstracts": [ { "abstractType": "Regular", "content": "In this paper we present a mathematical knot/braid diagram interface that exploits 3D computer graphics, interactive visualization, and multi-touch technology to enhance one's intuitive experience with mathematical theory of knots. Our interaction model is based on the clever but simple geometric construction named the Reide-meister moves, which allows 3D topological manipulations using rather simple 2D moves. Multi-touch interfaces can provide a natural way for us to interact with the extra degrees of freedom that characterize knots' mathematical, physical, and arithmetic properties. Relative to a specialized mouse-driven interface, the proposed multi-touch interface is easier and more intuitive to learn, and our pilot study shows that knot and braid manipulation with multi-touch is much faster and more efficient. All these combine to show that interactive computer graphics methods and computer interfaces can be used to construct virtual manipulatives and meet the challenge of exploring abstract mathematical worlds.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "In this paper we present a mathematical knot/braid diagram interface that exploits 3D computer graphics, interactive visualization, and multi-touch technology to enhance one's intuitive experience with mathematical theory of knots. Our interaction model is based on the clever but simple geometric construction named the Reide-meister moves, which allows 3D topological manipulations using rather simple 2D moves. Multi-touch interfaces can provide a natural way for us to interact with the extra degrees of freedom that characterize knots' mathematical, physical, and arithmetic properties. Relative to a specialized mouse-driven interface, the proposed multi-touch interface is easier and more intuitive to learn, and our pilot study shows that knot and braid manipulation with multi-touch is much faster and more efficient. All these combine to show that interactive computer graphics methods and computer interfaces can be used to construct virtual manipulatives and meet the challenge of exploring abstract mathematical worlds.", "fno": "07465247", "keywords": [ "G 4 Mathematical Software User Interfaces", "I 3 6 Computer Graphics Methodology And Techniques Interaction Techniques", "I 6 8 Simulation And Modeling Types Of Simulation Visual" ], "authors": [ { "affiliation": "University of Louisville, KY, USA", "fullName": "Hui Zhang", "givenName": "Hui", "surname": "Zhang", "__typename": "ArticleAuthorType" }, { "affiliation": "Fujian Agriculture and Forestry University, China", "fullName": "Yiwen Zhong", "givenName": "Yiwen", "surname": "Zhong", "__typename": "ArticleAuthorType" }, { "affiliation": "Zionsville High School, IN, USA", "fullName": "Jade Jiang", "givenName": "Jade", "surname": "Jiang", "__typename": "ArticleAuthorType" } ], "idPrefix": "pacificvis", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2016-04-01T00:00:00", "pubType": "proceedings", "pages": "24-31", "year": "2016", "issn": "2165-8773", "isbn": "978-1-5090-1451-4", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "07465246", "articleId": "12OmNy3RRxD", "__typename": "AdjacentArticleType" }, "next": { "fno": "07465248", "articleId": "12OmNwtn3yl", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/ieee-vis/1996/3673/0/36730279", "title": "Untangling Knots by Stochastic Energy Optimization", "doi": null, "abstractUrl": "/proceedings-article/ieee-vis/1996/36730279/12OmNARiM01", "parentPublication": { "id": "proceedings/ieee-vis/1996/3673/0", "title": "Visualization Conference, IEEE", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ieee-vis/2005/2766/0/01532843", "title": "Visualization of the genus of knots", "doi": null, "abstractUrl": "/proceedings-article/ieee-vis/2005/01532843/12OmNCdBDZg", "parentPublication": { "id": "proceedings/ieee-vis/2005/2766/0", "title": "Visualization Conference, IEEE", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/visual/1996/864/0/00568120", "title": "Untangling knots by stochastic energy optimization", "doi": null, "abstractUrl": "/proceedings-article/visual/1996/00568120/12OmNvkpl7H", "parentPublication": { "id": "proceedings/visual/1996/864/0", "title": "Proceedings of Seventh Annual IEEE Visualization '96", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/vis/2005/9462/0/01532844", "title": "Visualizing the tightening of knots", "doi": null, "abstractUrl": "/proceedings-article/vis/2005/01532844/12OmNyRPgFh", "parentPublication": { "id": "proceedings/vis/2005/9462/0", "title": "IEEE Visualization 2005", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ieee-vis/2005/2766/0/27660072", "title": "Visualization of the Genus of Knots", "doi": null, "abstractUrl": "/proceedings-article/ieee-vis/2005/27660072/12OmNySosMr", "parentPublication": { "id": "proceedings/ieee-vis/2005/2766/0", "title": "Visualization Conference, IEEE", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2012/12/ttg2012122051", "title": "KnotPad: Visualizing and Exploring Knot Theory with Fluid Reidemeister Moves", "doi": null, "abstractUrl": "/journal/tg/2012/12/ttg2012122051/13rRUwfZC0f", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/big-data/2018/5035/0/08622560", "title": "Untangling Mathematical Knots with Simulated Annealing and Opposition-Based Learning", "doi": null, "abstractUrl": "/proceedings-article/big-data/2018/08622560/17D45Wuc327", "parentPublication": { "id": "proceedings/big-data/2018/5035/0", "title": "2018 IEEE International Conference on Big Data (Big Data)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2021/02/09216595", "title": "A Suggestive Interface for Untangling Mathematical Knots", "doi": null, "abstractUrl": "/journal/tg/2021/02/09216595/1nJsMuACwtG", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/synasc/2020/7628/0/762800a024", "title": "Knot Coloring as Verification", "doi": null, "abstractUrl": "/proceedings-article/synasc/2020/762800a024/1rtXA2HOXQs", "parentPublication": { "id": "proceedings/synasc/2020/7628/0", "title": "2020 22nd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/wacv/2021/0477/0/047700d891", "title": "Ellipse Detection and Localization with Applications to Knots in Sawn Lumber Images", "doi": null, "abstractUrl": "/proceedings-article/wacv/2021/047700d891/1uqGoOOVpv2", "parentPublication": { "id": "proceedings/wacv/2021/0477/0", "title": "2021 IEEE Winter Conference on Applications of Computer Vision (WACV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNCmpcNk", "title": "Visualization Conference, IEEE", "acronym": "ieee-vis", "groupId": "1000796", "volume": "0", "displayVolume": "0", "year": "2005", "__typename": "ProceedingType" }, "article": { "id": "12OmNCdBDZg", "doi": "10.1109/VISUAL.2005.1532843", "title": "Visualization of the genus of knots", "normalizedTitle": "Visualization of the genus of knots", "abstract": "The genus of a knot or link can be defined via Seifert surfaces. A Seifert surface of a knot or link is an oriented surface whose boundary coincides with that, knot or link. Schematic images of these surfaces are shown in every text book on knot theory, but from these it is hard to understand their shape and structure. In this paper the visualization of such surfaces is discussed. A method is presented to produce different styles of surfaces for knots and links, starting from the so-called braid representation. Also, it is shown how closed oriented surfaces can be generated in which the knot is embedded, such that the knot subdivides the surface into two parts. These closed surfaces provide a direct visualization of the genus of a knot.", "abstracts": [ { "abstractType": "Regular", "content": "The genus of a knot or link can be defined via Seifert surfaces. A Seifert surface of a knot or link is an oriented surface whose boundary coincides with that, knot or link. Schematic images of these surfaces are shown in every text book on knot theory, but from these it is hard to understand their shape and structure. In this paper the visualization of such surfaces is discussed. A method is presented to produce different styles of surfaces for knots and links, starting from the so-called braid representation. Also, it is shown how closed oriented surfaces can be generated in which the knot is embedded, such that the knot subdivides the surface into two parts. These closed surfaces provide a direct visualization of the genus of a knot.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "The genus of a knot or link can be defined via Seifert surfaces. A Seifert surface of a knot or link is an oriented surface whose boundary coincides with that, knot or link. Schematic images of these surfaces are shown in every text book on knot theory, but from these it is hard to understand their shape and structure. In this paper the visualization of such surfaces is discussed. A method is presented to produce different styles of surfaces for knots and links, starting from the so-called braid representation. Also, it is shown how closed oriented surfaces can be generated in which the knot is embedded, such that the knot subdivides the surface into two parts. These closed surfaces provide a direct visualization of the genus of a knot.", "fno": "01532843", "keywords": [ "Mathematics Computing", "Data Visualisation", "Surface Fitting", "Knot Visualization", "Seifert Surfaces", "Braid Representation", "Topology", "Visualization", "Books", "Topology", "Strips", "Shape", "Mathematics", "Computer Science", "Chromium", "User Interfaces", "Computer Graphics" ], "authors": [ { "affiliation": "Dept. of Math. & Comput. Sci., Eindhoven Univ. of Technol., Netherlands", "fullName": "J.J. van Wijk", "givenName": "J.J.", "surname": "van Wijk", "__typename": "ArticleAuthorType" }, { "affiliation": "Dept. of Math. & Comput. Sci., Eindhoven Univ. of Technol., Netherlands", "fullName": "A.M. Cohen", "givenName": "A.M.", "surname": "Cohen", "__typename": "ArticleAuthorType" } ], "idPrefix": "ieee-vis", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2005-01-01T00:00:00", "pubType": "proceedings", "pages": "567,568,569,570,571,572,573,574", "year": "2005", "issn": null, "isbn": null, "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "27660058", "articleId": "12OmNzdoMjP", "__typename": "AdjacentArticleType" }, "next": { "fno": "27660059", "articleId": "12OmNx1qV5Q", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/ccc/2002/1468/0/14680024", "title": "3-MANIFOLD KNOT GENUS is NP-complete", "doi": null, "abstractUrl": "/proceedings-article/ccc/2002/14680024/12OmNAolGLQ", "parentPublication": { "id": "proceedings/ccc/2002/1468/0", "title": "Proceedings 17th IEEE Annual Conference on Computational Complexity", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/smi/1999/0065/0/00650026", "title": "The Algorithm for Automatic Cutting of Three-Dimensional Polyhedrons of h-Genus.", "doi": null, "abstractUrl": "/proceedings-article/smi/1999/00650026/12OmNC8uRiO", "parentPublication": { "id": "proceedings/smi/1999/0065/0", "title": "Shape Modeling and Applications, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/gmai/2006/2604/0/26040041", "title": "Constrained Shape Control of Bicubic B-Spline Surfaces by Knots", "doi": null, "abstractUrl": "/proceedings-article/gmai/2006/26040041/12OmNwDACk7", "parentPublication": { "id": "proceedings/gmai/2006/2604/0", "title": "Geometric Modeling and Imaging - New Trends", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/focs/2013/5135/0/5135a167", "title": "Approximation Algorithms for Euler Genus and Related Problems", "doi": null, "abstractUrl": "/proceedings-article/focs/2013/5135a167/12OmNxdDFHb", "parentPublication": { "id": "proceedings/focs/2013/5135/0", "title": "2013 IEEE 54th Annual Symposium on Foundations of Computer Science (FOCS)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ieee-vis/2005/2766/0/27660072", "title": "Visualization of the Genus of Knots", "doi": null, "abstractUrl": "/proceedings-article/ieee-vis/2005/27660072/12OmNySosMr", "parentPublication": { "id": "proceedings/ieee-vis/2005/2766/0", "title": "Visualization Conference, IEEE", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/smi/2005/2379/0/23790082", "title": "Rational Spherical Splines for Genus Zero Shape Modeling", "doi": null, "abstractUrl": "/proceedings-article/smi/2005/23790082/12OmNzcPA7G", "parentPublication": { "id": "proceedings/smi/2005/2379/0", "title": "Proceedings. International Conference on Shape Modeling and Applications", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tp/2014/03/ttp2014030466", "title": "Automatic Alignment of Genus-Zero Surfaces", "doi": null, "abstractUrl": "/journal/tp/2014/03/ttp2014030466/13rRUIIVllF", "parentPublication": { "id": "trans/tp", "title": "IEEE Transactions on Pattern Analysis & Machine Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2014/12/06887357", "title": "Visualization of Regular Maps: The Chase Continues", "doi": null, "abstractUrl": "/journal/tg/2014/12/06887357/13rRUwI5U2I", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2006/04/v0485", "title": "Visualization of Seifert Surfaces", "doi": null, "abstractUrl": "/journal/tg/2006/04/v0485/13rRUxYIN40", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/5555/01/10113186", "title": "Patching Non-Uniform Extraordinary Points", "doi": null, "abstractUrl": "/journal/tg/5555/01/10113186/1MNbNVYb4sw", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNC8dg91", "title": "2016 IEEE International Conference on Big Data (Big Data)", "acronym": "big-data", "groupId": "1802964", "volume": "0", "displayVolume": "0", "year": "2016", "__typename": "ProceedingType" }, "article": { "id": "12OmNvEhfYM", "doi": "10.1109/BigData.2016.7840864", "title": "Accelerating mathematical knot simulations with R on the web", "normalizedTitle": "Accelerating mathematical knot simulations with R on the web", "abstract": "Many geometric problems of interest to mathematical visualization applications involve changing structures requiring mathematical simulations, such as the moves that transform one knot into an equivalent knot. In this paper, we propose to explore a unique paradigm that makes use of self-deformable object models embedded in mathematical space, supplemented by energy-driven relaxation and user-defined motion constraints to guide the simulation through the configuration space. Furthermore, we exploit web-based user interfaces and parallelization to accelerate mathematical simulations, and to extract key moments where successive terms in the sequence differ by one critical change to represent and analyze various mathematical evolutions. The presented work leverages the nature of the interrelationship between mathematics and computer science, especially computer graphics, graph algorithms, user interfaces, and accelerated computation.", "abstracts": [ { "abstractType": "Regular", "content": "Many geometric problems of interest to mathematical visualization applications involve changing structures requiring mathematical simulations, such as the moves that transform one knot into an equivalent knot. In this paper, we propose to explore a unique paradigm that makes use of self-deformable object models embedded in mathematical space, supplemented by energy-driven relaxation and user-defined motion constraints to guide the simulation through the configuration space. Furthermore, we exploit web-based user interfaces and parallelization to accelerate mathematical simulations, and to extract key moments where successive terms in the sequence differ by one critical change to represent and analyze various mathematical evolutions. The presented work leverages the nature of the interrelationship between mathematics and computer science, especially computer graphics, graph algorithms, user interfaces, and accelerated computation.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Many geometric problems of interest to mathematical visualization applications involve changing structures requiring mathematical simulations, such as the moves that transform one knot into an equivalent knot. In this paper, we propose to explore a unique paradigm that makes use of self-deformable object models embedded in mathematical space, supplemented by energy-driven relaxation and user-defined motion constraints to guide the simulation through the configuration space. Furthermore, we exploit web-based user interfaces and parallelization to accelerate mathematical simulations, and to extract key moments where successive terms in the sequence differ by one critical change to represent and analyze various mathematical evolutions. The presented work leverages the nature of the interrelationship between mathematics and computer science, especially computer graphics, graph algorithms, user interfaces, and accelerated computation.", "fno": "07840864", "keywords": [ "Data Visualisation", "Internet", "Mathematics Computing", "User Interfaces", "Mathematical Knot Simulations", "World Wide Web", "Geometric Problems", "Mathematical Visualization Applications", "Equivalent Knot", "Self Deformable Object Models", "Mathematical Space", "Energy Driven Relaxation", "User Defined Motion Constraints", "Configuration Space", "Web Based User Interfaces", "Mathematical Evolutions", "Mathematics", "Computer Science", "Computer Graphics", "Graph Algorithms", "Accelerated Computation", "Mathematical Model", "Force", "Computational Modeling", "Acceleration", "Three Dimensional Displays", "Visualization", "Collision Avoidance", "Mathematical Visualization", "Knot Theory", "Relaxation", "Parallelization", "R" ], "authors": [ { "affiliation": "College of Computer and Information Sciences, Fujian Agriculture and Forestry University, Fujian, China", "fullName": "Juan Lin", "givenName": "Juan", "surname": "Lin", "__typename": "ArticleAuthorType" }, { "affiliation": "School of Informatics, Indiana University, Bloomington, USA", "fullName": "Di Zhong", "givenName": "Di", "surname": "Zhong", "__typename": "ArticleAuthorType" }, { "affiliation": "College of Computer and Information Sciences, Fujian Agriculture and Forestry University, Fujian, China", "fullName": "Yiwen Zhong", "givenName": "Yiwen", "surname": "Zhong", "__typename": "ArticleAuthorType" }, { "affiliation": "Department of Computer Engineering and Computer Science, University of Louisville, KY, USA", "fullName": "Hui Zhang", "givenName": "Hui", "surname": "Zhang", "__typename": "ArticleAuthorType" } ], "idPrefix": "big-data", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2016-12-01T00:00:00", "pubType": "proceedings", "pages": "2315-2321", "year": "2016", "issn": null, "isbn": "978-1-4673-9005-7", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "07840863", "articleId": "12OmNvjgWUB", "__typename": "AdjacentArticleType" }, "next": { "fno": "07840865", "articleId": "12OmNyqRnkL", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/synasc/2006/2740/0/27400012", "title": "Improving Pen-Based Mathematical Interfaces", "doi": null, "abstractUrl": "/proceedings-article/synasc/2006/27400012/12OmNB1eJy9", "parentPublication": { "id": "proceedings/synasc/2006/2740/0", "title": "2006 Eighth International Symposium on Symbolic and Numeric Algorithms for Scientific Computing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/3dui/2012/1204/0/06184199", "title": "Poster: Comparing vibro-tactile feedback modes for collision proximity feedback in USAR virtual robot teleoperation", "doi": null, "abstractUrl": "/proceedings-article/3dui/2012/06184199/12OmNvAiSrN", "parentPublication": { "id": "proceedings/3dui/2012/1204/0", "title": "2012 IEEE Symposium on 3D User Interfaces (3DUI)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/uic-atc-scalcom/2014/7646/0/7646a337", "title": "Obstacle Avoidance for Visually Impaired Using Auto-Adaptive Thresholding on Kinect's Depth Image", "doi": null, "abstractUrl": "/proceedings-article/uic-atc-scalcom/2014/7646a337/12OmNwHz00I", "parentPublication": { "id": "proceedings/uic-atc-scalcom/2014/7646/0", "title": "2014 IEEE 11th Intl Conf on Ubiquitous Intelligence & Computing and 2014 IEEE 11th Intl Conf on Autonomic & Trusted Computing and 2014 IEEE 14th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/at-equal/2010/8842/0/05663600", "title": "Tibial Plateau Fracture: Mathematical Model to Correlate Agent Force Trauma", "doi": null, "abstractUrl": "/proceedings-article/at-equal/2010/05663600/12OmNya72tk", "parentPublication": { "id": "proceedings/at-equal/2010/8842/0", "title": "2010 Advanced Technologies for Enhancing Quality of Life (ATEQUAL 2010)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/crv/2015/1986/0/1986a297", "title": "Vision-Based Collision Avoidance for Personal Aerial Vehicles Using Dynamic Potential Fields", "doi": null, "abstractUrl": "/proceedings-article/crv/2015/1986a297/12OmNzcPAAt", "parentPublication": { "id": "proceedings/crv/2015/1986/0", "title": "2015 12th Conference on Computer and Robot Vision (CRV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/1997/03/v0262", "title": "Physically-Based Stochastic Simplification of Mathematical Knots", "doi": null, "abstractUrl": "/journal/tg/1997/03/v0262/13rRUwInvAQ", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2012/12/ttg2012122051", "title": "KnotPad: Visualizing and Exploring Knot Theory with Fluid Reidemeister Moves", "doi": null, "abstractUrl": "/journal/tg/2012/12/ttg2012122051/13rRUwfZC0f", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/irc/2019/9245/0/924500a509", "title": "A Real-Time Human-Robot Collision Safety Evaluation Method for Collaborative Robot", "doi": null, "abstractUrl": "/proceedings-article/irc/2019/924500a509/18M7dJ36McU", "parentPublication": { "id": "proceedings/irc/2019/9245/0", "title": "2019 Third IEEE International Conference on Robotic Computing (IRC)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/big-data/2019/0858/0/09006309", "title": "Parallelized Topological Relaxation Algorithm", "doi": null, "abstractUrl": "/proceedings-article/big-data/2019/09006309/1hJrJB4UCbu", "parentPublication": { "id": "proceedings/big-data/2019/0858/0", "title": "2019 IEEE International Conference on Big Data (Big Data)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2021/02/09216595", "title": "A Suggestive Interface for Untangling Mathematical Knots", "doi": null, "abstractUrl": "/journal/tg/2021/02/09216595/1nJsMuACwtG", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNCmpcNk", "title": "Visualization Conference, IEEE", "acronym": "ieee-vis", "groupId": "1000796", "volume": "0", "displayVolume": "0", "year": "2005", "__typename": "ProceedingType" }, "article": { "id": "12OmNySosMr", "doi": "10.1109/VIS.2005.121", "title": "Visualization of the Genus of Knots", "normalizedTitle": "Visualization of the Genus of Knots", "abstract": "The genus of a knot or link can be defined via Seifert surfaces. A Seifert surface of a knot or link is an oriented surface whose boundary coincides with that knot or link. Schematic images of these surfaces are shown in every text book on knot theory, but from these it is hard to understand their shape and structure. In this paper the visualization of such surfaces is discussed. A method is presented to produce different styles of surfaces for knots and links, starting from the so-called braid representation. Also, it is shown how closed oriented surfaces can be generated in which the knot is embedded, such that the knot subdivides the surface into two parts. These closed surfaces provide a direct visualization of the genus of a knot.", "abstracts": [ { "abstractType": "Regular", "content": "The genus of a knot or link can be defined via Seifert surfaces. A Seifert surface of a knot or link is an oriented surface whose boundary coincides with that knot or link. Schematic images of these surfaces are shown in every text book on knot theory, but from these it is hard to understand their shape and structure. In this paper the visualization of such surfaces is discussed. A method is presented to produce different styles of surfaces for knots and links, starting from the so-called braid representation. Also, it is shown how closed oriented surfaces can be generated in which the knot is embedded, such that the knot subdivides the surface into two parts. These closed surfaces provide a direct visualization of the genus of a knot.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "The genus of a knot or link can be defined via Seifert surfaces. A Seifert surface of a knot or link is an oriented surface whose boundary coincides with that knot or link. Schematic images of these surfaces are shown in every text book on knot theory, but from these it is hard to understand their shape and structure. In this paper the visualization of such surfaces is discussed. A method is presented to produce different styles of surfaces for knots and links, starting from the so-called braid representation. Also, it is shown how closed oriented surfaces can be generated in which the knot is embedded, such that the knot subdivides the surface into two parts. These closed surfaces provide a direct visualization of the genus of a knot.", "fno": "27660072", "keywords": [ "Visualization", "Knot Theory", "Topology", "Genus", "Seifert Surfaces" ], "authors": [ { "affiliation": "Technische Universiteit Eindhoven", "fullName": "Jarke J. van Wijk", "givenName": "Jarke J. van", "surname": "Wijk", "__typename": "ArticleAuthorType" }, { "affiliation": "Technische Universiteit Eindhoven", "fullName": "Arjeh M. Cohen", "givenName": "Arjeh M.", "surname": "Cohen", "__typename": "ArticleAuthorType" } ], "idPrefix": "ieee-vis", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2005-10-01T00:00:00", "pubType": "proceedings", "pages": "72", "year": "2005", "issn": null, "isbn": "0-7803-9462-3", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "01532856", "articleId": "12OmNzYNNaU", "__typename": "AdjacentArticleType" }, "next": { "fno": "27660073", "articleId": "12OmNrJAdUQ", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/ccc/2002/1468/0/14680024", "title": "3-MANIFOLD KNOT GENUS is NP-complete", "doi": null, "abstractUrl": "/proceedings-article/ccc/2002/14680024/12OmNAolGLQ", "parentPublication": { "id": "proceedings/ccc/2002/1468/0", "title": "Proceedings 17th IEEE Annual Conference on Computational Complexity", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ieee-vis/2005/2766/0/01532843", "title": "Visualization of the genus of knots", "doi": null, "abstractUrl": "/proceedings-article/ieee-vis/2005/01532843/12OmNCdBDZg", "parentPublication": { "id": "proceedings/ieee-vis/2005/2766/0", "title": "Visualization Conference, IEEE", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ieee-vis/1997/8262/0/82620403", "title": "Controlled simplification of genus for polygonal models", "doi": null, "abstractUrl": "/proceedings-article/ieee-vis/1997/82620403/12OmNx6xHp7", "parentPublication": { "id": "proceedings/ieee-vis/1997/8262/0", "title": "Visualization Conference, IEEE", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2012/08/06025349", "title": "Spherical DCB-Spline Surfaces with Hierarchical and Adaptive Knot Insertion", "doi": null, "abstractUrl": "/journal/tg/2012/08/06025349/13rRUB7a110", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tp/2014/03/ttp2014030466", "title": "Automatic Alignment of Genus-Zero Surfaces", "doi": null, "abstractUrl": "/journal/tp/2014/03/ttp2014030466/13rRUIIVllF", "parentPublication": { "id": "trans/tp", "title": "IEEE Transactions on Pattern Analysis & Machine Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2014/12/06887357", "title": "Visualization of Regular Maps: The Chase Continues", "doi": null, "abstractUrl": "/journal/tg/2014/12/06887357/13rRUwI5U2I", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/1997/03/v0262", "title": "Physically-Based Stochastic Simplification of Mathematical Knots", "doi": null, "abstractUrl": "/journal/tg/1997/03/v0262/13rRUwInvAQ", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tc/1994/06/t0755", "title": "On the Genus of Star Graphs", "doi": null, "abstractUrl": "/journal/tc/1994/06/t0755/13rRUx0xPuF", "parentPublication": { "id": "trans/tc", "title": "IEEE Transactions on Computers", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2006/04/v0485", "title": "Visualization of Seifert Surfaces", "doi": null, "abstractUrl": "/journal/tg/2006/04/v0485/13rRUxYIN40", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/td/1998/08/l0748", "title": "A Distributed Graph Algorithm for the Detection of Local Cycles and Knots", "doi": null, "abstractUrl": "/journal/td/1998/08/l0748/13rRUyuNsF3", "parentPublication": { "id": "trans/td", "title": "IEEE Transactions on Parallel & Distributed Systems", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "1rxhuj44NPy", "title": "2020 2nd International Conference on Machine Learning, Big Data and Business Intelligence (MLBDBI)", "acronym": "mlbdbi", "groupId": "1834885", "volume": "0", "displayVolume": "0", "year": "2020", "__typename": "ProceedingType" }, "article": { "id": "1rxhv7ORTOM", "doi": "10.1109/MLBDBI51377.2020.00050", "title": "Knot and its invariants", "normalizedTitle": "Knot and its invariants", "abstract": "In this paper, we will discuss knots and its invariants. Invariants include tri-coloring, Morse function, Genus, Euler characteristic, and Seifert surface. Knots are actually commonly seen in our daily life. People are making a knot when they are typing their ties or shoes. Also, the origin of knots dates back to ancient times, when people kept records by typing knots. What's more, knots have great academic importance. They are used in the research on different fields, such as the researches about topology, chemical elements, protein, DNA and so on. Since knots are closely connected with us, we will explore the properties of knots in a more sophisticated way in this paper. First, we will discuss how to use tri-coloring to identify different kinds of knots. By using tri-coloring, you can discover that two knot diagrams may look quite different but are actually the same. Second, we will focus on Morse function. After seeing the vivid knot diagrams, we can use another way other than figures to represent different knots. Third, we will combine genus, Euler characteristic and Seifert surface together. These invariants will help us to further study the properties and connections of various types of knots.", "abstracts": [ { "abstractType": "Regular", "content": "In this paper, we will discuss knots and its invariants. Invariants include tri-coloring, Morse function, Genus, Euler characteristic, and Seifert surface. Knots are actually commonly seen in our daily life. People are making a knot when they are typing their ties or shoes. Also, the origin of knots dates back to ancient times, when people kept records by typing knots. What's more, knots have great academic importance. They are used in the research on different fields, such as the researches about topology, chemical elements, protein, DNA and so on. Since knots are closely connected with us, we will explore the properties of knots in a more sophisticated way in this paper. First, we will discuss how to use tri-coloring to identify different kinds of knots. By using tri-coloring, you can discover that two knot diagrams may look quite different but are actually the same. Second, we will focus on Morse function. After seeing the vivid knot diagrams, we can use another way other than figures to represent different knots. Third, we will combine genus, Euler characteristic and Seifert surface together. These invariants will help us to further study the properties and connections of various types of knots.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "In this paper, we will discuss knots and its invariants. Invariants include tri-coloring, Morse function, Genus, Euler characteristic, and Seifert surface. Knots are actually commonly seen in our daily life. People are making a knot when they are typing their ties or shoes. Also, the origin of knots dates back to ancient times, when people kept records by typing knots. What's more, knots have great academic importance. They are used in the research on different fields, such as the researches about topology, chemical elements, protein, DNA and so on. Since knots are closely connected with us, we will explore the properties of knots in a more sophisticated way in this paper. First, we will discuss how to use tri-coloring to identify different kinds of knots. By using tri-coloring, you can discover that two knot diagrams may look quite different but are actually the same. Second, we will focus on Morse function. After seeing the vivid knot diagrams, we can use another way other than figures to represent different knots. Third, we will combine genus, Euler characteristic and Seifert surface together. These invariants will help us to further study the properties and connections of various types of knots.", "fno": "963800a231", "keywords": [ "Data Visualisation", "DNA", "Topology", "Tri Coloring", "Knots Dates", "Vivid Knot Diagrams", "Different Knots", "Proteins", "Image Color Analysis", "DNA", "Machine Learning", "Footwear", "Topology", "Standards", "Knots", "Tri Coloring", "Morse Functions", "Genus", "Euler Characteristics", "Seifert Surface" ], "authors": [ { "affiliation": "Chengdu Experiemental Foreign Language School,Chengdu,China", "fullName": "Tongfei Yang", "givenName": "Tongfei", "surname": "Yang", "__typename": "ArticleAuthorType" } ], "idPrefix": "mlbdbi", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2020-10-01T00:00:00", "pubType": "proceedings", "pages": "231-237", "year": "2020", "issn": null, "isbn": "978-1-7281-9638-1", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "963800a227", "articleId": "1rxhxhoQbXa", "__typename": "AdjacentArticleType" }, "next": { "fno": "963800a238", "articleId": "1rxhxo67lfy", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/iciev/2016/1269/0/07759988", "title": "An efficient approach to find knot region in protein structure", "doi": null, "abstractUrl": "/proceedings-article/iciev/2016/07759988/12OmNBpmDRm", "parentPublication": { "id": "proceedings/iciev/2016/1269/0", "title": "2016 International Conference on Informatics, Electronics and Vision (ICIEV)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cgiv/2016/0811/0/0811a150", "title": "Image Analysis Using Disc-Harmonic Moments and Their RST Invariants in Pattern Recognition", "doi": null, "abstractUrl": "/proceedings-article/cgiv/2016/0811a150/12OmNqFrGvU", "parentPublication": { "id": 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Visualisation", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2012/08/06025349", "title": "Spherical DCB-Spline Surfaces with Hierarchical and Adaptive Knot Insertion", "doi": null, "abstractUrl": "/journal/tg/2012/08/06025349/13rRUB7a110", "parentPublication": { "id": "trans/tg", "title": "IEEE Transactions on Visualization & Computer Graphics", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tp/1999/06/i0505", "title": "Geometric and Illumination Invariants for Object Recognition", "doi": null, "abstractUrl": "/journal/tp/1999/06/i0505/13rRUNvyag7", "parentPublication": { "id": "trans/tp", "title": "IEEE Transactions on Pattern Analysis & Machine Intelligence", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "trans/tg/2012/12/ttg2012122051", "title": "KnotPad: Visualizing and Exploring Knot Theory with Fluid Reidemeister Moves", "doi": null, 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{ "proceeding": { "id": "12OmNvEyR7V", "title": "SC Conference", "acronym": "sc", "groupId": "1000729", "volume": "0", "displayVolume": "0", "year": "1996", "__typename": "ProceedingType" }, "article": { "id": "12OmNB7tUr3", "doi": "10.1109/SC.1996.20", "title": "Lightweight Computational Steering of Very Large Scale Molecular Dynamics Simulations", "normalizedTitle": "Lightweight Computational Steering of Very Large Scale Molecular Dynamics Simulations", "abstract": "We present a computational steering approach for controlling, analyzing, and visualizing very large scale molecular dynamics simulations involving tens to hundreds of millions of atoms. Our approach relies on extensible scripting languages and an easy to use tool for building extensions and modules. The system is easy to modify, works with existing C code, is memory efficient, and can be used from inexpensive workstations over standard Internet connections. We demonstrate how we have been able to explore data from production MD simulations involving as many as 104 million atoms running on the CM-5 and Cray T3D. We also show how this approach can be used to integrate common scripting languages (including Python, Tcl/Tk, and Perl), simulation code, user extensions, and commercial data analysis packages.", "abstracts": [ { "abstractType": "Regular", "content": "We present a computational steering approach for controlling, analyzing, and visualizing very large scale molecular dynamics simulations involving tens to hundreds of millions of atoms. Our approach relies on extensible scripting languages and an easy to use tool for building extensions and modules. The system is easy to modify, works with existing C code, is memory efficient, and can be used from inexpensive workstations over standard Internet connections. We demonstrate how we have been able to explore data from production MD simulations involving as many as 104 million atoms running on the CM-5 and Cray T3D. We also show how this approach can be used to integrate common scripting languages (including Python, Tcl/Tk, and Perl), simulation code, user extensions, and commercial data analysis packages.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "We present a computational steering approach for controlling, analyzing, and visualizing very large scale molecular dynamics simulations involving tens to hundreds of millions of atoms. Our approach relies on extensible scripting languages and an easy to use tool for building extensions and modules. The system is easy to modify, works with existing C code, is memory efficient, and can be used from inexpensive workstations over standard Internet connections. We demonstrate how we have been able to explore data from production MD simulations involving as many as 104 million atoms running on the CM-5 and Cray T3D. We also show how this approach can be used to integrate common scripting languages (including Python, Tcl/Tk, and Perl), simulation code, user extensions, and commercial data analysis packages.", "fno": "26420050", "keywords": [ "Molecular Dynamics", "Data Analysis", "Large Scale Simulation", "Steering", "Scripting Languages", "Visualization", "Parallel Computing", "S Pa SM", "SWIG" ], "authors": [ { "affiliation": "University of Utah, Salt Lake City", "fullName": "David M. Beazley", "givenName": "David M.", "surname": "Beazley", "__typename": "ArticleAuthorType" }, { "affiliation": "Los Alamos National Laboratory, New Mexico", "fullName": "Peter S. Lomdahl", "givenName": "Peter S.", "surname": "Lomdahl", "__typename": "ArticleAuthorType" } ], "idPrefix": "sc", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "1996-01-01T00:00:00", "pubType": "proceedings", "pages": "50", "year": "1996", "issn": null, "isbn": "0-89791-854-1", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "26420049", "articleId": "12OmNscfHSY", "__typename": "AdjacentArticleType" }, "next": { "fno": "26420051", "articleId": "12OmNzzP5D4", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/sc/1996/2642/0/26420052", "title": "Molecular Simulation of Rheological Properties using Massively Parallel Supercomputers", "doi": null, "abstractUrl": "/proceedings-article/sc/1996/26420052/12OmNAqkSFx", "parentPublication": { "id": "proceedings/sc/1996/2642/0", "title": "SC Conference", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/sccompanion/2012/4956/0/4956b569", "title": "Molecular Dynamics Simulation of Amorphous SiO2 Fracture", "doi": null, "abstractUrl": "/proceedings-article/sccompanion/2012/4956b569/12OmNB836SN", "parentPublication": { "id": "proceedings/sccompanion/2012/4956/0", "title": "2012 SC Companion: High Performance Computing, Networking Storage and Analysis", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/frontiers/1995/6965/0/69650156", "title": "Parallel molecular dynamics: communication requirements for massively parallel machines", "doi": null, "abstractUrl": "/proceedings-article/frontiers/1995/69650156/12OmNrAv3M5", "parentPublication": { "id": "proceedings/frontiers/1995/6965/0", "title": "Frontiers of Massively Parallel Processing, Symposium on the", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/waina/2009/3639/0/3639b008", "title": "Analyzing the Interaction of ADF/Cofilin with Actin through Molecular Dynamics Simulations", "doi": null, "abstractUrl": "/proceedings-article/waina/2009/3639b008/12OmNvw2Teb", "parentPublication": { "id": "proceedings/waina/2009/3639/0", "title": "2009 International Conference on Advanced Information Networking and Applications Workshops", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/scalcom-embeddedcom/2009/3825/0/3825a360", "title": "FPGA-Accelerated Molecular Dynamics Simulations System", "doi": null, "abstractUrl": "/proceedings-article/scalcom-embeddedcom/2009/3825a360/12OmNx7ouYp", "parentPublication": { "id": "proceedings/scalcom-embeddedcom/2009/3825/0", "title": "Scalable Computing and Communications; International Conference on Embedded Computing, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ams/2008/3136/0/3136a895", "title": "Unravelling Prion Diseases Using Molecular Dynamics Simulations", "doi": null, "abstractUrl": "/proceedings-article/ams/2008/3136a895/12OmNxbmSBI", "parentPublication": { "id": "proceedings/ams/2008/3136/0", "title": "Asia International Conference on Modelling &amp; Simulation", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cw/2009/3791/0/3791a298", "title": "Visual Query Interface for Molecular Dynamics Application", "doi": null, "abstractUrl": "/proceedings-article/cw/2009/3791a298/12OmNxjBflb", "parentPublication": { "id": "proceedings/cw/2009/3791/0", "title": "2009 International Conference on CyberWorlds", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/supercomputing/1996/854/0/01392920", "title": "Lightweight Computational Steering of Very Large Scale Molecular Dynamics Simulations", "doi": null, "abstractUrl": "/proceedings-article/supercomputing/1996/01392920/12OmNzBOi1C", "parentPublication": { "id": "proceedings/supercomputing/1996/854/0", "title": "Proceedings of the 1996 ACM/IEEE Conference on Supercomputing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "mags/cg/1995/06/mcg1995060072", "title": "Visualization Techniques for Molecular Dynamics", "doi": null, "abstractUrl": "/magazine/cg/1995/06/mcg1995060072/13rRUwInvDb", "parentPublication": { "id": "mags/cg", "title": "IEEE Computer Graphics and Applications", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "mags/ic/2006/02/w2082", "title": "The Language Divide", "doi": null, "abstractUrl": "/magazine/ic/2006/02/w2082/13rRUyg2jPu", "parentPublication": { "id": "mags/ic", "title": "IEEE Internet Computing", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNxuXcvH", "title": "2016 IEEE/ACIS 15th International Conference on Computer and Information Science (ICIS)", "acronym": "icis", "groupId": "1001200", "volume": "0", "displayVolume": "0", "year": "2016", "__typename": "ProceedingType" }, "article": { "id": "12OmNBTs7C5", "doi": "10.1109/ICIS.2016.7550743", "title": "Architecture of an FPGA accelerator for molecular dynamics simulation using OpenCL", "normalizedTitle": "Architecture of an FPGA accelerator for molecular dynamics simulation using OpenCL", "abstract": "Molecular dynamics (MD) simulations are very important to study physical properties of the atoms and molecules. However, a huge amount of processing time is required to simulate a few nano-seconds of an actual experiment. Although the hardware acceleration using FPGAs provides promising results, huge design time and hardware design skills are required to implement an accelerator successfully. In this paper, we propose an FPGA accelerator designed using C-based OpenCL. We achieved over 4.6 times of speed-up compared to CPU-based processing, by using only 36% of the Stratix V FPGA resources. Maximum of 18.4 times speed-up is possible by using 80% of the FPGA resources.", "abstracts": [ { "abstractType": "Regular", "content": "Molecular dynamics (MD) simulations are very important to study physical properties of the atoms and molecules. However, a huge amount of processing time is required to simulate a few nano-seconds of an actual experiment. Although the hardware acceleration using FPGAs provides promising results, huge design time and hardware design skills are required to implement an accelerator successfully. In this paper, we propose an FPGA accelerator designed using C-based OpenCL. We achieved over 4.6 times of speed-up compared to CPU-based processing, by using only 36% of the Stratix V FPGA resources. Maximum of 18.4 times speed-up is possible by using 80% of the FPGA resources.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Molecular dynamics (MD) simulations are very important to study physical properties of the atoms and molecules. However, a huge amount of processing time is required to simulate a few nano-seconds of an actual experiment. Although the hardware acceleration using FPGAs provides promising results, huge design time and hardware design skills are required to implement an accelerator successfully. In this paper, we propose an FPGA accelerator designed using C-based OpenCL. We achieved over 4.6 times of speed-up compared to CPU-based processing, by using only 36% of the Stratix V FPGA resources. Maximum of 18.4 times speed-up is possible by using 80% of the FPGA resources.", "fno": "07550743", "keywords": [ "Field Programmable Gate Arrays", "Force", "Computational Modeling", "Hardware", "Software", "Data Transfer", "Acceleration", "Scientific Computing", "Open CL For FPGA", "Molecular Dynamics Simulation", "Hardware Acceleration" ], "authors": [ { "affiliation": "Graduate School of Information Sciences, Tohoku University, Aoba 6-6-05, Arainaki, Aoba, Sendai, Miyagi, 980-8579, Japan", "fullName": "Hasitha Muthumala Waidyasooriya", "givenName": "Hasitha Muthumala", "surname": "Waidyasooriya", "__typename": "ArticleAuthorType" }, { "affiliation": "Graduate School of Information Sciences, Tohoku University, Aoba 6-6-05, Arainaki, Aoba, Sendai, Miyagi, 980-8579, Japan", "fullName": "Masanori Hariyama", "givenName": "Masanori", "surname": "Hariyama", "__typename": "ArticleAuthorType" }, { "affiliation": "Institute for Protein Research, Osaka University, 3-2 Yamadaoka, Suita-shi, Osaka, 565-0871, Japan", "fullName": "Kota Kasahara", "givenName": "Kota", "surname": "Kasahara", "__typename": "ArticleAuthorType" } ], "idPrefix": "icis", "isOpenAccess": true, "showRecommendedArticles": true, "showBuyMe": false, "hasPdf": true, "pubDate": "2016-06-01T00:00:00", "pubType": "proceedings", "pages": "1-5", "year": "2016", "issn": null, "isbn": "978-1-5090-0806-3", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "07550742", "articleId": "12OmNAWH9sz", "__typename": "AdjacentArticleType" }, "next": { "fno": "07550744", "articleId": "12OmNAkWvuy", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/cool-chips/2016/1386/0/07503681", "title": "A power-efficient FPGA accelerator: Systolic array with cache-coherent interface for pair-HMM algorithm", "doi": null, "abstractUrl": "/proceedings-article/cool-chips/2016/07503681/12OmNBNM8Ri", "parentPublication": { "id": "proceedings/cool-chips/2016/1386/0", "title": "2016 IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS XIX)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/fccm/2016/2356/0/2356a017", "title": "GRVI Phalanx: A Massively Parallel RISC-V FPGA Accelerator Accelerator", "doi": null, "abstractUrl": "/proceedings-article/fccm/2016/2356a017/12OmNyUWR5L", "parentPublication": { "id": "proceedings/fccm/2016/2356/0", "title": "2016 IEEE 24th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/isspit/2004/8689/0/01433819", "title": "Hardware and software support for the implementation of dipolar system simulations onto an accelerator", "doi": null, "abstractUrl": "/proceedings-article/isspit/2004/01433819/12OmNzd7bSM", "parentPublication": { "id": "proceedings/isspit/2004/8689/0", "title": "Proceedings of the Fourth IEEE International Symposium on Signal Processing and Information Technology", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/fccm/2008/3307/0/3307a109", "title": "High-Speed Elliptic Curve Cryptography Accelerator for Koblitz Curves", "doi": null, "abstractUrl": "/proceedings-article/fccm/2008/3307a109/12OmNzd7bao", "parentPublication": { "id": "proceedings/fccm/2008/3307/0", "title": "2008 16th International Symposium on Field-Programmable Custom Computing Machines", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/hprcta/2010/9516/0/05670800", "title": "Towards production FPGA-accelerated molecular dynamics: Progress and challenges", "doi": null, "abstractUrl": "/proceedings-article/hprcta/2010/05670800/12OmNzgNXWE", "parentPublication": { "id": "proceedings/hprcta/2010/9516/0", "title": "2010 Fourth International Workshop on High-Performance Reconfigurable Computing Technology and Applications (HPRCTA 2010)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/fccm/2019/1131/0/113100a317", "title": "A Scalable OpenCL-Based FPGA Accelerator for YOLOv2", "doi": null, "abstractUrl": "/proceedings-article/fccm/2019/113100a317/1aPv1idKZ4Q", "parentPublication": { "id": "proceedings/fccm/2019/1131/0", "title": "2019 IEEE 27th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/asap/2019/1601/0/160100a137", "title": "A Virtual Image Accelerator for Graph Cuts Inference on FPGA", "doi": null, "abstractUrl": "/proceedings-article/asap/2019/160100a137/1d5kEWmRDwI", "parentPublication": { "id": 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{ "proceeding": { "id": "12OmNvStcTH", "title": "High Performance Computing and Communication & IEEE International Conference on Embedded Software and Systems, IEEE International Conference on", "acronym": "hpcc-icess", "groupId": "1002461", "volume": "0", "displayVolume": "0", "year": "2012", "__typename": "ProceedingType" }, "article": { "id": "12OmNroijlN", "doi": "10.1109/HPCC.2012.139", "title": "Comparison Studies of Large-scale Conventional Molecular Dynamics Simulation on Parallel Machines", "normalizedTitle": "Comparison Studies of Large-scale Conventional Molecular Dynamics Simulation on Parallel Machines", "abstract": "Molecular dynamics simulation is an important and powerful tool in studying physical and chemical properties of materials, in particular, at the nanoscales. Conventional molecular dynamics, as oppose to the ab initio molecular dynamics, adopts the Newton's second law to predict particle position in the next time step with the assistance of empirical interatomic potential to calculate the forces between neighboring particles. Large-scale MD systems, consisting millions of atoms, require sophisticated parallelization in computer codes to improve computational efficiency. In this work, the IBM Blue Gene/P, a linux PC cluster and GPU/CUDA are used to test the computation performance of the MD code, LAMMPS, and other codes. Furthermore, strong and weak scaling were tested to determine the parallel efficiency of the codes, and to study effects of system size and number of computing cores. It is found that both strong and weak scaling are achievable in the tested problem sizes. Furthermore, due to reduced CPU clock frequency in the Blue Gene/P machine, its performance is inferior than that of the linux cluster if the number of the computing cores involved is small. Effects of computation algorithms also strongly influence the performance of the codes on the machines. Blue Gene/P is extremely suitable for large-scale problem sizes with many processors involved. When the problem fits in the GPU architecture, the performance of the GPU/CUDA may be comparable with that of Blue Gene/P. In addition to the parallel performance, the accuracy of the physical problem is verified to ensure the MD simulation produce correct results.", "abstracts": [ { "abstractType": "Regular", "content": "Molecular dynamics simulation is an important and powerful tool in studying physical and chemical properties of materials, in particular, at the nanoscales. Conventional molecular dynamics, as oppose to the ab initio molecular dynamics, adopts the Newton's second law to predict particle position in the next time step with the assistance of empirical interatomic potential to calculate the forces between neighboring particles. Large-scale MD systems, consisting millions of atoms, require sophisticated parallelization in computer codes to improve computational efficiency. In this work, the IBM Blue Gene/P, a linux PC cluster and GPU/CUDA are used to test the computation performance of the MD code, LAMMPS, and other codes. Furthermore, strong and weak scaling were tested to determine the parallel efficiency of the codes, and to study effects of system size and number of computing cores. It is found that both strong and weak scaling are achievable in the tested problem sizes. Furthermore, due to reduced CPU clock frequency in the Blue Gene/P machine, its performance is inferior than that of the linux cluster if the number of the computing cores involved is small. Effects of computation algorithms also strongly influence the performance of the codes on the machines. Blue Gene/P is extremely suitable for large-scale problem sizes with many processors involved. When the problem fits in the GPU architecture, the performance of the GPU/CUDA may be comparable with that of Blue Gene/P. In addition to the parallel performance, the accuracy of the physical problem is verified to ensure the MD simulation produce correct results.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Molecular dynamics simulation is an important and powerful tool in studying physical and chemical properties of materials, in particular, at the nanoscales. Conventional molecular dynamics, as oppose to the ab initio molecular dynamics, adopts the Newton's second law to predict particle position in the next time step with the assistance of empirical interatomic potential to calculate the forces between neighboring particles. Large-scale MD systems, consisting millions of atoms, require sophisticated parallelization in computer codes to improve computational efficiency. In this work, the IBM Blue Gene/P, a linux PC cluster and GPU/CUDA are used to test the computation performance of the MD code, LAMMPS, and other codes. Furthermore, strong and weak scaling were tested to determine the parallel efficiency of the codes, and to study effects of system size and number of computing cores. It is found that both strong and weak scaling are achievable in the tested problem sizes. Furthermore, due to reduced CPU clock frequency in the Blue Gene/P machine, its performance is inferior than that of the linux cluster if the number of the computing cores involved is small. Effects of computation algorithms also strongly influence the performance of the codes on the machines. Blue Gene/P is extremely suitable for large-scale problem sizes with many processors involved. When the problem fits in the GPU architecture, the performance of the GPU/CUDA may be comparable with that of Blue Gene/P. In addition to the parallel performance, the accuracy of the physical problem is verified to ensure the MD simulation produce correct results.", "fno": "4749a959", "keywords": [ "Graphics Processing Unit", "Computational Modeling", "Data Communication", "Materials", "Clocks", "Supercomputers", "GPU CUDA", "Molecular Dyanmics Simulation", "Supercomputer", "Blue Gene", "Parallel Computing" ], "authors": [ { "affiliation": null, "fullName": "Yun-Che Wang", "givenName": "Yun-Che", "surname": "Wang", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Chun-Yi Wu", "givenName": "Chun-Yi", "surname": "Wu", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "I-Hsin Chung", "givenName": "I-Hsin", "surname": "Chung", "__typename": "ArticleAuthorType" } ], "idPrefix": "hpcc-icess", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2012-06-01T00:00:00", "pubType": "proceedings", "pages": "959-963", "year": "2012", "issn": null, "isbn": "978-1-4673-2164-8", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "4749a953", "articleId": "12OmNBKW9x9", "__typename": "AdjacentArticleType" }, "next": { "fno": "4749a964", "articleId": "12OmNvDqsLr", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/ipdpsw/2012/4676/0/4676a140", "title": "A Fast Parallel Implementation of Molecular Dynamics with the Morse Potential on a Heterogeneous Petascale Supercomputer", "doi": null, "abstractUrl": "/proceedings-article/ipdpsw/2012/4676a140/12OmNAlNiPG", "parentPublication": { "id": "proceedings/ipdpsw/2012/4676/0", "title": "2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops & PhD Forum", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/cit/2009/3836/2/3836b254", "title": "GPU Acceleration of High-Speed Collision Molecular Dynamics Simulation", "doi": null, "abstractUrl": "/proceedings-article/cit/2009/3836b254/12OmNBSBk4o", "parentPublication": { "id": "proceedings/cit/2009/3836/2", "title": "Computer and Information Technology, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icpads/2012/4903/0/4903a694", "title": "GPU Accelerated Molecular Docking with Parallel Genetic Algorithm", "doi": null, "abstractUrl": "/proceedings-article/icpads/2012/4903a694/12OmNrHSCYw", "parentPublication": { "id": "proceedings/icpads/2012/4903/0", "title": "Parallel and Distributed Systems, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ispa/2008/3471/0/3471a271", "title": "Custom Assignment of MPI Ranks for Parallel Multi-dimensional FFTs: Evaluation of BG/P versus BG/L", "doi": null, "abstractUrl": "/proceedings-article/ispa/2008/3471a271/12OmNvjQ8Lj", "parentPublication": { "id": "proceedings/ispa/2008/3471/0", "title": "2008 IEEE International Symposium on Parallel and Distributed Processing with Applications", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/sc/2006/2700/0/27000044", "title": "Blue Matter: Approaching the Limits of Concurrency for Classical Molecular Dynamics", "doi": null, "abstractUrl": "/proceedings-article/sc/2006/27000044/12OmNx6xHkN", "parentPublication": { "id": "proceedings/sc/2006/2700/0", "title": "SC Conference", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/scalcom-embeddedcom/2009/3825/0/3825a360", "title": "FPGA-Accelerated Molecular Dynamics Simulations System", "doi": null, "abstractUrl": "/proceedings-article/scalcom-embeddedcom/2009/3825a360/12OmNx7ouYp", "parentPublication": { "id": "proceedings/scalcom-embeddedcom/2009/3825/0", "title": "Scalable Computing and Communications; International Conference on Embedded Computing, International Conference on", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/ipdps/2006/0054/0/01639538", "title": "Parallel implementation of the replica exchange molecular dynamics algorithm on Blue Gene/L", "doi": null, "abstractUrl": "/proceedings-article/ipdps/2006/01639538/12OmNxWLTn7", "parentPublication": { "id": "proceedings/ipdps/2006/0054/0", "title": "Proceedings 20th IEEE International Parallel & Distributed Processing Symposium", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/icppw/2008/3375/0/3375a109", "title": "Evaluation of Remote Memory Access Communication on the IBM Blue Gene/P Supercomputer", "doi": null, "abstractUrl": "/proceedings-article/icppw/2008/3375a109/12OmNzUgddL", "parentPublication": { "id": "proceedings/icppw/2008/3375/0", "title": "2008 International Conference on Parallel Processing - Workshops", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "mags/cs/2019/05/08254322", "title": "Scalable Reactive Molecular Dynamics Simulations for Computational Synthesis", "doi": null, "abstractUrl": "/magazine/cs/2019/05/08254322/13rRUyoyhJI", "parentPublication": { "id": "mags/cs", "title": "Computing in Science & Engineering", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/sc/2006/2700/0/04090217", "title": "Scalable Algorithms for Molecular Dynamics Simulations on Commodity Clusters", "doi": null, "abstractUrl": "/proceedings-article/sc/2006/04090217/17D45VTRowC", "parentPublication": { "id": "proceedings/sc/2006/2700/0", "title": "SC Conference", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" } ], "articleVideos": [] }
{ "proceeding": { "id": "12OmNzahbRg", "title": "2016 IEEE 18th International Conference on High-Performance Computing and Communications, IEEE 14th International Conference on Smart City, and IEEE 2nd International Conference on Data Science and Systems (HPCC/SmartCity/DSS)", "acronym": "hpcc", "groupId": "1002461", "volume": "0", "displayVolume": "0", "year": "2016", "__typename": "ProceedingType" }, "article": { "id": "12OmNxj2399", "doi": "10.1109/HPCC-SmartCity-DSS.2016.0070", "title": "Implementing Molecular Dynamics Simulation on Sunway TaihuLight System", "normalizedTitle": "Implementing Molecular Dynamics Simulation on Sunway TaihuLight System", "abstract": "Molecular dynamics (MD) simulation is a common tool to study the physical movements of atoms and molecules in many research fields. However, it is an extremely time-consuming application which takes researchers weeks or months to run a single simulation when simulation size scales up and computing demands keep growing. In this paper, an improved MD implementation on Sunway TaihuLight supercomputer is developed to solve the above mentioned issues. The new implementation is extended from an existing implementation (i.e., LAMMPS) which widely uses the MD application. Sunway TaihuLight is a heterogeneous supercomputer with a fully customized integration approach and a brand new many-core processor SW26010. The Sunway TaihuLight takes the world's first place with peak performance over 100PFlops. We propose an optimization method of the MD simulation in three steps: paralleled extensions to SW26010, memory-access optimizations, and vectorization. After the optimization process, an 8x speedup is achieved on a single computing node. Superiorly, we also scale up to 95 thousands computing nodes (6 millions cores) with an almost leaner speedup. Besides, the proposed methods can also be applied to many other molecular dynamics codes, or similar applications.", "abstracts": [ { "abstractType": "Regular", "content": "Molecular dynamics (MD) simulation is a common tool to study the physical movements of atoms and molecules in many research fields. However, it is an extremely time-consuming application which takes researchers weeks or months to run a single simulation when simulation size scales up and computing demands keep growing. In this paper, an improved MD implementation on Sunway TaihuLight supercomputer is developed to solve the above mentioned issues. The new implementation is extended from an existing implementation (i.e., LAMMPS) which widely uses the MD application. Sunway TaihuLight is a heterogeneous supercomputer with a fully customized integration approach and a brand new many-core processor SW26010. The Sunway TaihuLight takes the world's first place with peak performance over 100PFlops. We propose an optimization method of the MD simulation in three steps: paralleled extensions to SW26010, memory-access optimizations, and vectorization. After the optimization process, an 8x speedup is achieved on a single computing node. Superiorly, we also scale up to 95 thousands computing nodes (6 millions cores) with an almost leaner speedup. Besides, the proposed methods can also be applied to many other molecular dynamics codes, or similar applications.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Molecular dynamics (MD) simulation is a common tool to study the physical movements of atoms and molecules in many research fields. However, it is an extremely time-consuming application which takes researchers weeks or months to run a single simulation when simulation size scales up and computing demands keep growing. In this paper, an improved MD implementation on Sunway TaihuLight supercomputer is developed to solve the above mentioned issues. The new implementation is extended from an existing implementation (i.e., LAMMPS) which widely uses the MD application. Sunway TaihuLight is a heterogeneous supercomputer with a fully customized integration approach and a brand new many-core processor SW26010. The Sunway TaihuLight takes the world's first place with peak performance over 100PFlops. We propose an optimization method of the MD simulation in three steps: paralleled extensions to SW26010, memory-access optimizations, and vectorization. After the optimization process, an 8x speedup is achieved on a single computing node. Superiorly, we also scale up to 95 thousands computing nodes (6 millions cores) with an almost leaner speedup. Besides, the proposed methods can also be applied to many other molecular dynamics codes, or similar applications.", "fno": "07828411", "keywords": [ "Molecular Dynamics Method", "Optimisation", "Parallel Machines", "Vectors", "Molecular Dynamics Simulation", "MD Simulation", "Sunway Taihu Light Supercomputer", "Optimization Method", "Extension Parallelization", "Memory Access Optimization", "Memory Access Vectorization", "High Performance Computing", "Computational Modeling", "Supercomputers", "Force", "Buildings", "Optimization", "Acceleration", "Sunway Taihu Lignt", "Molecular Dynamics Simulation", "High Performance Computing", "Parallel Distributed Computing" ], "authors": [ { "affiliation": null, "fullName": "Wenqian Dong", "givenName": "Wenqian", "surname": "Dong", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Letian Kang", "givenName": "Letian", "surname": "Kang", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Zhe Quan", "givenName": "Zhe", "surname": "Quan", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Kenli Li", "givenName": "Kenli", "surname": "Li", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Keqin Li", "givenName": "Keqin", "surname": "Li", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Ziyu Hao", "givenName": "Ziyu", "surname": "Hao", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "Xiang-Hui Xie", "givenName": "Xiang-Hui", "surname": "Xie", "__typename": "ArticleAuthorType" } ], "idPrefix": "hpcc", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "2016-12-01T00:00:00", "pubType": "proceedings", "pages": "443-450", "year": "2016", "issn": null, "isbn": "978-1-5090-4297-5", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "07828410", "articleId": "12OmNyUWQX0", 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{ "proceeding": { "id": "12OmNAOsMGq", "title": "Proceedings of the 1996 ACM/IEEE Conference on Supercomputing", "acronym": "supercomputing", "groupId": "1000729", "volume": "0", "displayVolume": "0", "year": "1996", "__typename": "ProceedingType" }, "article": { "id": "12OmNzBOi1C", "doi": "10.1109/SUPERC.1996.183551", "title": "Lightweight Computational Steering of Very Large Scale Molecular Dynamics Simulations", "normalizedTitle": "Lightweight Computational Steering of Very Large Scale Molecular Dynamics Simulations", "abstract": "We present a computational steering approach for controlling, analyzing, and visualizing very large scale molecular dynamics simulations involving tens to hundreds of millions of atoms. Our approach relies on extensible scripting languages and an easy to use tool for building extensions and modules. The system is easy to modify, works with existing C code, is memory efficient, and can be used from inexpensive workstations over standard Internet connections. We demonstrate how we have been able to explore data from production MD simulations involving as many as 104 million atoms running on the CM-5 and Cray T3D. We also show how this approach can be used to integrate common scripting languages (including Python, Tcl/Tk, and Perl), simulation code, user extensions, and commercial data analysis packages.", "abstracts": [ { "abstractType": "Regular", "content": "We present a computational steering approach for controlling, analyzing, and visualizing very large scale molecular dynamics simulations involving tens to hundreds of millions of atoms. Our approach relies on extensible scripting languages and an easy to use tool for building extensions and modules. The system is easy to modify, works with existing C code, is memory efficient, and can be used from inexpensive workstations over standard Internet connections. We demonstrate how we have been able to explore data from production MD simulations involving as many as 104 million atoms running on the CM-5 and Cray T3D. We also show how this approach can be used to integrate common scripting languages (including Python, Tcl/Tk, and Perl), simulation code, user extensions, and commercial data analysis packages.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "We present a computational steering approach for controlling, analyzing, and visualizing very large scale molecular dynamics simulations involving tens to hundreds of millions of atoms. Our approach relies on extensible scripting languages and an easy to use tool for building extensions and modules. The system is easy to modify, works with existing C code, is memory efficient, and can be used from inexpensive workstations over standard Internet connections. We demonstrate how we have been able to explore data from production MD simulations involving as many as 104 million atoms running on the CM-5 and Cray T3D. We also show how this approach can be used to integrate common scripting languages (including Python, Tcl/Tk, and Perl), simulation code, user extensions, and commercial data analysis packages.", "fno": "01392920", "keywords": [ "Molecular Dynamics", "Data Analysis", "Large Scale Simulation", "Steering", "Scripting Languages", "Visualization", "Parallel Computing", "S Pa SM", "SWIG", "Large Scale Systems", "Computational Modeling", "Analytical Models", "Visualization", "Workstations", "Code Standards", "Internet", "Production", "Data Analysis", "Packaging", "Molecular Dynamics", "Data Analysis", "Large Scale Simulation", "Steering", "Scripting Languages", "Visualization", "Parallel Computing", "S Pa SM", "SWIG" ], "authors": [ { "affiliation": "University of Utah, Salt Lake City", "fullName": "D.M. Beazley", "givenName": "D.M.", "surname": "Beazley", "__typename": "ArticleAuthorType" }, { "affiliation": null, "fullName": "P.S. Lomdahl", "givenName": "P.S.", "surname": "Lomdahl", "__typename": "ArticleAuthorType" } ], "idPrefix": "supercomputing", "isOpenAccess": false, "showRecommendedArticles": true, "showBuyMe": true, "hasPdf": true, "pubDate": "1996-01-01T00:00:00", "pubType": "proceedings", "pages": "50", "year": "1996", "issn": null, "isbn": null, "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "01392918", "articleId": "12OmNyQGShB", "__typename": "AdjacentArticleType" }, "next": { "fno": "01392921", "articleId": "12OmNzyGH45", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [ { "id": "proceedings/hpcmp-ugc/2010/986/0/06018017", "title": "Design of Very High-Strength Aligned and Interconnected Carbon Nanotube Fibers Based on Molecular Dynamics Simulations", "doi": null, "abstractUrl": "/proceedings-article/hpcmp-ugc/2010/06018017/12OmNAqU4UE", "parentPublication": { "id": "proceedings/hpcmp-ugc/2010/986/0", "title": "2010 DoD High Performance Computing Modernization Program Users Group Conference (HPCMP-UGC 2010)", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/sc/1996/2642/0/26420050", "title": "Lightweight Computational Steering of Very Large Scale Molecular Dynamics Simulations", "doi": null, "abstractUrl": "/proceedings-article/sc/1996/26420050/12OmNB7tUr3", "parentPublication": { "id": "proceedings/sc/1996/2642/0", "title": "SC Conference", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iwssd/1991/2320/0/00213064", "title": "On the specification of software components", "doi": null, "abstractUrl": "/proceedings-article/iwssd/1991/00213064/12OmNBSBk9f", "parentPublication": { "id": "proceedings/iwssd/1991/2320/0", "title": "Proceedings of the Sixth International Workshop on Software Specification and Design", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/e-science/2008/3380/0/04736781", "title": "Open Grid Computing Environment's Workflow Suite for E-Science Projects", "doi": null, "abstractUrl": "/proceedings-article/e-science/2008/04736781/12OmNqIhG40", "parentPublication": { "id": "proceedings/e-science/2008/3380/0", "title": "2008 IEEE Fourth International Conference on eScience", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/iccl/1990/2036/0/00063774", "title": "Subdivided procedures: a language extension supporting extensible programming", "doi": null, "abstractUrl": "/proceedings-article/iccl/1990/00063774/12OmNvjQ91d", "parentPublication": { "id": "proceedings/iccl/1990/2036/0", "title": "Proceedings. 1990 International Conference on Computer Languages", "__typename": "ParentPublication" }, "__typename": "RecommendedArticleType" }, { "id": "proceedings/visual/1993/3940/0/00398895", "title": "Towards interactive 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{ "proceeding": { "id": "12OmNxwncA2", "title": "Proceedings of 9th International Parallel Processing Symposium", "acronym": "ipps", "groupId": "1000538", "volume": "0", "displayVolume": "0", "year": "1995", "__typename": "ProceedingType" }, "article": { "id": "12OmNzdoMvS", "doi": "10.1109/IPPS.1995.395913", "title": "Monte Carlo and molecular dynamics simulations using p4", "normalizedTitle": "Monte Carlo and molecular dynamics simulations using p4", "abstract": "Monte Carlo (MC) and molecular dynamics (MD) simulations are powerful tools for understanding the properties of systems of interacting electrons and phonons in a solid. When mobile electrons are studied, these simulations are limited to a few hundred particles. More powerful machines and algorithms must be used to address many of the most important issues in the field. We present results from using the p4 parallel programming system on a variety of parallel architectures to conduct MC and MD simulations.", "abstracts": [ { "abstractType": "Regular", "content": "Monte Carlo (MC) and molecular dynamics (MD) simulations are powerful tools for understanding the properties of systems of interacting electrons and phonons in a solid. When mobile electrons are studied, these simulations are limited to a few hundred particles. More powerful machines and algorithms must be used to address many of the most important issues in the field. We present results from using the p4 parallel programming system on a variety of parallel architectures to conduct MC and MD simulations.", "__typename": "ArticleAbstractType" } ], "normalizedAbstract": "Monte Carlo (MC) and molecular dynamics (MD) simulations are powerful tools for understanding the properties of systems of interacting electrons and phonons in a solid. When mobile electrons are studied, these simulations are limited to a few hundred particles. More powerful machines and algorithms must be used to address many of the most important issues in the field. We present results from using the p4 parallel programming system on a variety of parallel architectures to conduct MC and MD simulations.", "fno": "70740053", "keywords": [ "Monte Carlo Methods Digital Simulation Molecular Dynamics Method Physics Computing Software Libraries Parallel Algorithms Parallel Architectures Mathematics Computing Molecular Dynamics Simulations P 4 Monte Carlo Simulations Interacting Electrons Solid Mobile Electrons Parallel Programming System Parallel Architectures MD Simulation MC Simulation Interacting Phonons" ], "authors": [ { "affiliation": "Dept. of Phys., California Univ., Davis, CA, USA", "fullName": "K.J. Runge", "givenName": "K.J.", "surname": "Runge", "__typename": "ArticleAuthorType" }, { "affiliation": "Dept. of Phys., California Univ., Davis, CA, USA", "fullName": "L.P. Lee", "givenName": "L.P.", "surname": "Lee", "__typename": "ArticleAuthorType" }, { "affiliation": "Dept. of Phys., California Univ., Davis, CA, USA", "fullName": "J. Correa", "givenName": "J.", "surname": "Correa", "__typename": "ArticleAuthorType" }, { "affiliation": "Dept. of Phys., California Univ., Davis, CA, USA", "fullName": "R.T. Scalettar", "givenName": "R.T.", "surname": "Scalettar", "__typename": "ArticleAuthorType" }, { "affiliation": "Dept. of Phys., California Univ., Davis, CA, USA", "fullName": "V. Oklobdzija", "givenName": "V.", "surname": "Oklobdzija", "__typename": "ArticleAuthorType" } ], "idPrefix": "ipps", "isOpenAccess": false, "showRecommendedArticles": false, "showBuyMe": true, "hasPdf": true, "pubDate": "1995-04-01T00:00:00", "pubType": "proceedings", "pages": "53", "year": "1995", "issn": "1063-7133", "isbn": "0-8186-7074-6", "notes": null, "notesType": null, "__typename": "ArticleType" }, "webExtras": [], "adjacentArticles": { "previous": { "fno": "70740046", "articleId": "12OmNwBT1nA", "__typename": "AdjacentArticleType" }, "next": { "fno": "70740060", "articleId": "12OmNym2c34", "__typename": "AdjacentArticleType" }, "__typename": "AdjacentArticlesType" }, "recommendedArticles": [], "articleVideos": [] }