Highly Accurate Dichotomous Image Segmentation

## [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, 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={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} }