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Full-Duplex Strategy for Video Object Segmentation


Sep 03, 2021
Ge-Peng Ji, Deng-Ping Fan, Keren Fu, Zhe Wu, Jianbing Shen, Ling Shao

* Accepted at ICCV-2021 (Journal Submission). Project Page: http://dpfan.net/FSNet/ 

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Specificity-preserving RGB-D Saliency Detection


Aug 18, 2021
Tao Zhou, Huazhu Fu, Geng Chen, Yi Zhou, Deng-Ping Fan, Ling Shao

* Accepted by ICCV 2021 

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Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers


Aug 16, 2021
Bo Dong, Wenhai Wang, Deng-Ping Fan, Jinpeng Li, Huazhu Fu, Ling Shao

* Technical Report 

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ASOD60K: Audio-Induced Salient Object Detection in Panoramic Videos


Jul 24, 2021
Yi Zhang, Fang-Yi Chao, Ge-Peng Ji, Deng-Ping Fan, Lu Zhang, Ling Shao

* 22 pages, 17 figures, 7 tables (Project Page: https://github.com/PanoAsh/ASOD60K

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PVTv2: Improved Baselines with Pyramid Vision Transformer


Jul 17, 2021
Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan, Kaitao Song, Ding Liang, Tong Lu, Ping Luo, Ling Shao

* Technical Report 

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Progressively Normalized Self-Attention Network for Video Polyp Segmentation


May 24, 2021
Ge-Peng Ji, Yu-Cheng Chou, Deng-Ping Fan, Geng Chen, Huazhu Fu, Debesh Jha, Ling Shao

* MICCAI 2021 (Provisional accept); Code: https://github.com/GewelsJI/PNS-Net 

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Salient Objects in Clutter


May 07, 2021
Deng-Ping Fan, Jing Zhang, Gang Xu, Ming-Ming Cheng, Ling Shao

* 348 references, 22 pages, survey 201 models, benchmark 100 models. Online benchmark: http://dpfan.net/SOCBenchmark 

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Camouflaged Object Segmentation with Distraction Mining


Apr 21, 2021
Haiyang Mei, Ge-Peng Ji, Ziqi Wei, Xin Yang, Xiaopeng Wei, Deng-Ping Fan

* CVPR 2021 

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Transformer Transforms Salient Object Detection and Camouflaged Object Detection


Apr 20, 2021
Yuxin Mao, Jing Zhang, Zhexiong Wan, Yuchao Dai, Aixuan Li, Yunqiu Lv, Xinyu Tian, Deng-Ping Fan, Nick Barnes

* Technical report, 15 pages, 18 figures 

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Kaleido-BERT: Vision-Language Pre-training on Fashion Domain


Apr 15, 2021
Mingchen Zhuge, Dehong Gao, Deng-Ping Fan, Linbo Jin, Ben Chen, Haoming Zhou, Minghui Qiu, Ling Shao

* CVPR2021 Accepted. Code: https://github.com/mczhuge/Kaleido-BERT 

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Mutual Graph Learning for Camouflaged Object Detection


Apr 03, 2021
Qiang Zhai, Xin Li, Fan Yang, Chenglizhao Chen, Hong Cheng, Deng-Ping Fan


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Group Collaborative Learning for Co-Salient Object Detection


Mar 15, 2021
Qi Fan, Deng-Ping Fan, Huazhu Fu, Chi Keung Tang, Ling Shao, Yu-Wing Tai

* Accepted to CVPR 2021. Project page: https://github.com/fanq15/GCoNet 

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Simultaneously Localize, Segment and Rank the Camouflaged Objects


Mar 06, 2021
Yunqiu Lyu, Jing Zhang, Yuchao Dai, Aixuan Li, Bowen Liu, Nick Barnes, Deng-Ping Fan

* Accepted by IEEE/CVF CVPR 2021. Our code and dataset are publicly available at https://github.com/JingZhang617/COD-Rank-Localize-and-Segment 

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Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions


Feb 24, 2021
Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan, Kaitao Song, Ding Liang, Tong Lu, Ping Luo, Ling Shao

* 13 pages, 6 figures, technical report 

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Salient Object Detection via Integrity Learning


Feb 21, 2021
Mingchen Zhuge, Deng-Ping Fan, Nian Liu, Dingwen Zhang, Dong Xu, Ling Shao


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Concealed Object Detection


Feb 20, 2021
Deng-Ping Fan, Ge-Peng Ji, Ming-Ming Cheng, Ling Shao

* 17 pages, 27 figures, Code: https://github.com/GewelsJI/SINet-V2 

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Boundary-Aware Segmentation Network for Mobile and Web Applications


Jan 12, 2021
Xuebin Qin, Deng-Ping Fan, Chenyang Huang, Cyril Diagne, Zichen Zhang, Adrià Cabeza Sant'Anna, Albert Suàrez, Martin Jagersand, Ling Shao

* 18 pages, 16 figures, submitted to TPAMI 

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Light Field Salient Object Detection: A Review and Benchmark


Oct 18, 2020
Yao Jiang, Tao Zhou, Ge-Peng Ji, Keren Fu, Qijun Zhao, Deng-Ping Fan


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Uncertainty Inspired RGB-D Saliency Detection


Sep 07, 2020
Jing Zhang, Deng-Ping Fan, Yuchao Dai, Saeed Anwar, Fatemeh Saleh, Sadegh Aliakbarian, Nick Barnes


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