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<img width="420" height="320" src="figures/dis-logo-official.png">
</p>
## Highly Accurate Dichotomous Image Segmentation.
## [Highly Accurate Dichotomous Image Segmentation.(Arxiv)](https://arxiv.org/pdf/2203.03041.pdf)
[Xuebin Qin](https://xuebinqin.github.io/), [Hang Dai](https://scholar.google.co.uk/citations?user=6yvjpQQAAAAJ&hl=en), [Xiaobin Hu](https://scholar.google.de/citations?user=3lMuodUAAAAJ&hl=en), [Deng-Ping Fan*](https://dengpingfan.github.io/), [Ling Shao](https://scholar.google.com/citations?user=z84rLjoAAAAJ&hl=en) and [Luc Van Gool](https://scholar.google.com/citations?user=TwMib_QAAAAJ&hl=en).
This is the official repo for our new project (2022, come soon):
[**[Project Page]**](https://xuebinqin.github.io/dis/index.html)
## DEMO
![ship-demo](figures/ship-demo.gif)
![bg-removal](figures/bg-removal.gif)
![view-move](figures/view-move.gif)
![motor-demo](figures/motor-demo.gif)
## Comparisons Against SOTAs
![qual-comp](figures/qual-comp.jpg)
## Citation
```
@misc{qin2022,
title={Highly Accurate Dichotomous Image Segmentation},
author={Xuebin Qin and Hang Dai and Xiaobin Hu and Deng-Ping Fan and Ling Shao and Luc Van Gool},
year={2022},
eprint={xxxxx},
archivePrefix={arXiv},
primaryClass={cs.CV}
title={Highly Accurate Dichotomous Image Segmentation},
author={Xuebin Qin and Hang Dai and Xiaobin Hu and Deng-Ping Fan and Ling Shao and Luc Van Gool},
year={2022},
eprint={2203.03041},
archivePrefix={arXiv},
primaryClass={cs.CV}
}
@article{qin2021boundary,
title={Boundary-aware segmentation network for mobile and web applications},
author={Qin, Xuebin and Fan, Deng-Ping and Huang, Chenyang and Diagne, Cyril and Zhang, Zichen and Sant'Anna, Adri{\`a} Cabeza and Suarez, Albert and Jagersand, Martin and Shao, Ling},
journal={arXiv preprint arXiv:2101.04704},
year={2021}
title={Boundary-aware segmentation network for mobile and web applications},
author={Qin, Xuebin and Fan, Deng-Ping and Huang, Chenyang and Diagne, Cyril and Zhang, Zichen and Sant'Anna, Adri{\`a} Cabeza and Suarez, Albert and Jagersand, Martin and Shao, Ling},
journal={arXiv preprint arXiv:2101.04704},
year={2021}
}