| # EntitySeg Toolbox: Towards open-world and high-quality image segmentation | |
| EntitySeg is an open source toolbox which towards open-world and high-quality image segmentation. All works related to image segmentation from our group are open-sourced here. | |
| To date, EntitySeg implements the following algorithms: | |
| * [Open-World Entity Segmentation (TPAMI2022)](Entity/README.md) --- _released_ | |
| * [High Quality Segmentation for Ultra High-resolution Images (CVPR2022)](High-Quality-Segmention/README.md) --- _released_ | |
| * [CA-SSL: Class-Agnostic Semi-Supervised Learning for Detection and Segmentation (ECCV2022)]() --- _released_ | |
| * [High-Quality Entity Segmentation (ICCV2023 Oral)](Entityv2/README.md) --- _released_ | |
| * [Rethinking Evaluation Metrics of Open-Vocabulary Segmentation (Arxiv)](Open-Metrics/README.md) --- _released_ | |
| * [AIMS: All-Inclusive Multi-Level Segmentation (NeurlPS2023 Spotlight)]() -- code to be released | |
| * [UniGS: Unified Representation for Image Generation and Segmentation (Arxiv)]() -- code to be released | |
| ## Usage | |
| Please refer to the README.md of each project. All projects would be merged to support each other in the soon. | |
| ## Citing Ours | |
| ```BibTeX | |
| @article{qi2022open, | |
| title={Open world entity segmentation}, | |
| author={Qi, Lu and Kuen, Jason and Wang, Yi and Gu, Jiuxiang and Zhao, Hengshuang and Torr, Philip and Lin, Zhe and Jia, Jiaya}, | |
| journal={TPAMI}, | |
| year={2022}, | |
| } | |
| @inproceedings{shen2021high, | |
| title={High Quality Segmentation for Ultra High-resolution Images}, | |
| author={Tiancheng Shen, Yuechen Zhang, Lu Qi, Jason Kuen, Xingyu Xie, Jianlong Wu, Zhe Lin, Jiaya Jia}, | |
| booktitle={CVPR}, | |
| year={2022} | |
| } | |
| @inproceedings{qi2022cassl, | |
| title={CA-SSL: Class-Agnostic Semi-Supervised Learning for Detection and Segmentation}, | |
| author={Qi, Lu and Kuen, Jason and Lin, Zhe and Gu, Jiuxiang and Rao, Fengyun and Li, Dian and Guo, Weidong and Wen, Zhen and Yang, Ming-Hsuan and Jia, Jiaya}, | |
| booktitle={ECCV}, | |
| year={2022} | |
| } | |
| @inproceedings{qi2022fine, | |
| title={High-Quality entity segmentation}, | |
| author={Qi, Lu and Kuen, Jason and Shen, Tiancheng and Gu, Jiuxiang and Guo, Weidong and Jia, Jiaya and Lin, Zhe and Yang, Ming-Hsuan}, | |
| booktitle={ICCV}, | |
| year={2023} | |
| } | |
| ``` | |