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| pretty_name: SHREC 2021 Track Database for Quantifying Shape Complexity |
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| # Dataset Card for SHREC 2021 Track Database |
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| <img src="https://rosinpl.github.io/SHREC2021.jpg" width="400"> |
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| <!-- Provide a quick summary of the dataset. --> |
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| The SHREC 2021 Track on Quantifying Shape Complexity aimed to provide a benchmark for the quantification of 3D shape complexity. Shape complexity is an ill-defined concept. Hence, the concept is explored complexity multiple tasks and data collections. Due to the relative nature of complexity, a linear order may not make sense. There may be multiple aspects of complexity that can be measured. |
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| - In the first collection, we consider synthetically acquired noisy cubes and spheres. |
| - The second collection consists of abstract shapes and is made up of two subcollections each composed of 25 shapes. |
| - The third part consists of the categorized shapes of the Princeton Segmentation Benchmark (Chen et al., "A Benchmark for 3D Mesh Segmentation", TOG, 28.3, 2009). |
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| Each of these collections can be considered as seeking a different aspect of shape complexity. |
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| ## Dataset Structure |
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| <!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. --> |
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| All datasets consist of zipped OBJ 3D mesh files. |
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| ## Dataset Creation |
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| The data in collections 1 and 2 was created by the organizers of the SHREC 2021 track on Quantifying Shape Complexity: |
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| - M. Ferhat Arslan - Middle East Technical University, Department of Computer Engineering |
| - Alexandros Haridis - Massachusetts Institute of Technology, Department of Architecture |
| - Paul L. Rosin - Cardiff University, School of Computer Science & Informatics<br> |
| - Sibel Tari - Middle East Technical University, Department of Computer Engineering |
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| Collection 3 can be accessed at [here](https://segeval.cs.princeton.edu") |
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| ## Citation |
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| <!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. --> |
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| **BibTeX:** |
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| ``` |
| @article{arslan2022shrec, |
| title={SHREC’21: Quantifying shape complexity}, |
| author={Arslan, Mazlum Ferhat and Haridis, Alexandros and Rosin, Paul L and Tari, Sibel and Brassey, Charlotte and Gardiner, James D and Genctav, Asli and Genctav, Murat}, |
| journal={Computers \& Graphics}, |
| volume={102}, |
| pages={144--153}, |
| year={2022}, |
| } |
| ``` |
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| ## Dataset Card Contact |
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| Paul Rosin\ |
| Cardiff University\ |
| [rosinpl@cardiff.ac.uk](mailto:rosinpl@cardiff.ac.uk) |
