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README.md
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---
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license: apache-2.0
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---
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---
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language:
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- en
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tags:
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- background-removal
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license: apache-2.0
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library: pytorch
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---
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# IS-Net_DIS
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* Model Authors: Xuebin Qin, Hang Dai, Xiaobin Hu, Deng-Ping Fan*, Ling Shao, Luc Van Gool
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* Paper: Highly Accurate Dichotomous Image Segmentation (ECCV 2022 - https://arxiv.org/pdf/2203.03041.pdf
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* Code Repo: https://github.com/xuebinqin/DIS
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* Project Homepage: https://xuebinqin.github.io/dis/index.html
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From the paper abstract:
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> [...] we introduce a simple intermediate supervision baseline (IS- Net) using both feature-level and mask-level guidance for DIS model training. Without tricks, IS-Net outperforms var- ious cutting-edge baselines on the proposed DIS5K, mak- ing it a general self-learned supervision network that can help facilitate future research in DIS.
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![](https://github.com/xuebinqin/DIS/blob/main/figures/is-net.png)
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# Citation
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```
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@InProceedings{qin2022,
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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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title={Highly Accurate Dichotomous Image Segmentation},
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booktitle={ECCV},
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year={2022}
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}
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```
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