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53 lines
2.2 KiB
Markdown
53 lines
2.2 KiB
Markdown
<p align="center">
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<img width="420" height="320" src="figures/dis-logo-official.png">
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</p>
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## [Highly Accurate Dichotomous Image Segmentation](https://arxiv.org/pdf/2203.03041.pdf)
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[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).
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This is the official repo for our new project (2022, coming soon):
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[**[Project Page]**](https://xuebinqin.github.io/dis/index.html)
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## DEMO
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![ship-demo](figures/ship-demo.gif)
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![bg-removal](figures/bg-removal.gif)
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![view-move](figures/view-move.gif)
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![motor-demo](figures/motor-demo.gif)
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## Comparisons Against SOTAs
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![qual-comp](figures/qual-comp.jpg)
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## Citation
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```
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@misc{qin2022,
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title={Highly Accurate Dichotomous Image Segmentation},
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author={Xuebin Qin and Hang Dai and Xiaobin Hu and Deng-Ping Fan and Ling Shao and Luc Van Gool},
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journal={ECCV},
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year={2022}
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}
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@InProceedings{Qin_2020_PR,
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title = {U2-Net: Going Deeper with Nested U-Structure for Salient Object Detection},
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author = {Qin, Xuebin and Zhang, Zichen and Huang, Chenyang and Dehghan, Masood and Zaiane, Osmar and Jagersand, Martin},
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journal = {Pattern Recognition},
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volume = {106},
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pages = {107404},
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year = {2020}
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}
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@article{qin2021boundary,
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title={Boundary-aware segmentation network for mobile and web applications},
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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},
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journal={arXiv preprint arXiv:2101.04704},
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year={2021}
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}
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@InProceedings{Qin_2019_CVPR,
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author = {Qin, Xuebin and Zhang, Zichen and Huang, Chenyang and Gao, Chao and Dehghan, Masood and Jagersand, Martin},
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title = {BASNet: Boundary-Aware Salient Object Detection},
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booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
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month = {June},
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year = {2019}
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}
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