File size: 2,228 Bytes
352cafd |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 |
# 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}
}
```
|