DIS/README.md

<p align="center">
  <img width="420" height="320" src="figures/dis-logo-official.png">
</p>

## [Highly Accurate Dichotomous Image Segmentation](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, coming 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={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}
}