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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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Siamese Network for RGB-D Salient Object Detection and Beyond


Aug 26, 2020
Keren Fu, Deng-Ping Fan, Ge-Peng Ji, Qijun Zhao, Jianbing Shen, Ce Zhu

* arXiv admin note: substantial text overlap with arXiv:2004.08515 

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RGB-D Salient Object Detection: A Survey


Aug 01, 2020
Tao Zhou, Deng-Ping Fan, Ming-Ming Cheng, Jianbing Shen, Ling Shao

* 24 pages, 12 figures. Code: https://github.com/taozh2017/RGBD-SODsurvey 

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Re-thinking Co-Salient Object Detection


Jul 11, 2020
Deng-Ping Fan, Tengpeng Li, Zheng Lin, Ge-Peng Ji, Dingwen Zhang, Ming-Ming Cheng, Huazhu Fu, Jianbing Shen

* 22pages, 18 figures. CVPR2020-CoSOD3K extension. Code: https://dpfan.net/CoSOD3K 

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PraNet: Parallel Reverse Attention Network for Polyp Segmentation


Jul 03, 2020
Deng-Ping Fan, Ge-Peng Ji, Tao Zhou, Geng Chen, Huazhu Fu, Jianbing Shen, Ling Shao

* Accepted to MICCAI 2020 

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Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images


May 21, 2020
Deng-Ping Fan, Tao Zhou, Ge-Peng Ji, Yi Zhou, Geng Chen, Huazhu Fu, Jianbing Shen, Ling Shao

* To appear in IEEE TMI. The code is released in: https://github.com/DengPingFan/Inf-Net 

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Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Scans


May 01, 2020
Deng-Ping Fan, Tao Zhou, Ge-Peng Ji, Yi Zhou, Geng Chen, Huazhu Fu, Jianbing Shen, Ling Shao

* The project page can be found in: https://github.com/DengPingFan/Inf-Net 

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Bilateral Attention Network for RGB-D Salient Object Detection


Apr 30, 2020
Zhao Zhang, Zheng Lin, Jun Xu, Wenda Jin, Shao-Ping Lu, Deng-Ping Fan


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JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection


Apr 18, 2020
Keren Fu, Deng-Ping Fan, Ge-Peng Ji, Qijun Zhao


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JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation


Apr 15, 2020
Yu-Huan Wu, Shang-Hua Gao, Jie Mei, Jun Xu, Deng-Ping Fan, Chao-Wei Zhao, Ming-Ming Cheng

* 11 pages, 10 figures 

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UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders


Apr 13, 2020
Jing Zhang, Deng-Ping Fan, Yuchao Dai, Saeed Anwar, Fatemeh Sadat Saleh, Tong Zhang, Nick Barnes

* Accepted by IEEE CVPR 2020 (ORAL). Code: https://github.com/JingZhang617/UCNet 

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Scoot: A Perceptual Metric for Facial Sketches


Sep 04, 2019
Deng-Ping Fan, ShengChuan Zhang, Yu-Huan Wu, Yun Liu, Ming-Ming Cheng, Bo Ren, Paul L. Rosin, Rongrong Ji

* Code & dataset:http://mmcheng.net/scoot/, 11 pages, ICCV 2019, First one good evaluation metric for facial sketh that consistent with human judgment. arXiv admin note: text overlap with arXiv:1804.02975 

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Rethinking RGB-D Salient Object Detection: Models, Datasets, and Large-Scale Benchmarks


Jul 15, 2019
Deng-Ping Fan, Zheng Lin, Jia-Xing Zhao, Yun Liu, Zhao Zhang, Qibin Hou, Menglong Zhu, Ming-Ming Cheng

* 15 pages 

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LSANet: Feature Learning on Point Sets by Local Spatial Attention


May 14, 2019
Lin-Zhuo Chen, Xuan-Yi Li, Deng-Ping Fan, Ming-Ming Cheng, Kai Wang, Shao-Ping Lu


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DNA: Deeply-supervised Nonlinear Aggregation for Salient Object Detection


Mar 28, 2019
Yun Liu, Deng-Ping Fan, Guang-Yu Nie, Xinyu Zhang, Vahan Petrosyan, Ming-Ming Cheng

* arXiv admin note: text overlap with arXiv:1812.10956" 

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Enhanced-alignment Measure for Binary Foreground Map Evaluation


Jul 24, 2018
Deng-Ping Fan, Cheng Gong, Yang Cao, Bo Ren, Ming-Ming Cheng, Ali Borji

* 8pages, 10 figures, IJCAI 2018 (oral) 

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Salient Objects in Clutter: Bringing Salient Object Detection to the Foreground


Jul 22, 2018
Deng-Ping Fan, Ming-Ming Cheng, Jiang-Jiang Liu, Shang-Hua Gao, Qibin Hou, Ali Borji

* ECCV 2018 

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Face Sketch Synthesis Style Similarity:A New Structure Co-occurrence Texture Measure


Apr 09, 2018
Deng-Ping Fan, ShengChuan Zhang, Yu-Huan Wu, Ming-Ming Cheng, Bo Ren, Rongrong Ji, Paul L Rosin

* 9pages, 15 figures, conference 

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