US Patent App. 17/186,745, 2022, Domain Specific Pre-training of Cross Modality Transformer Model
US Patent App. 17/475,099, 2022, Complementary Learning for Multi-modal Saliency Detection
US Patent App. 17/336,748, 2022, Camouflaged Object Segmentation Method with Distraction Mining
Chinese Patent App. ZL202110180500.8, 2022, Grouping reverse attention-based camouflage object detection method and system
Chinese Patent App. ZL202110078735.6, 2022, Camouflage target image segmentation method based on information mining
Chinese Patent App. ZL202110160367.X, 2022, Cooperative saliency object detection method and system based on collaborative learning
Chinese Patent App. ZL201910347420.X, 2022, Video saliency object detection method based on attention transfer mechanism
Chinese Patent App. ZL201810173285.7, 2022, Deep network-based universal detection method for multiple types of tasks
Chinese Patent App. ZL201911416282.2, 2021, RGBD salient object detection method based on twin network
Chinese Patent App. ZL201810171102.8, 2021, Binary-system-based foreground image similarity evaluation method
VSCode-v2: Dynamic Prompt Learning for General Visual Salient and Camoufaged Obiect Detection with Two-Stage Optimization
Ziyang Luo, Nian Liu*, Xuguang Yang, Dingwen Zhang, Deng-Ping Fan, Fahad Khan, Junwei Han
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2026, xx (x): xxxx-xxxx. (IF: 20.8)
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Referring Camouflaged Object Detection
Xuying Zhang^, Bowen Yin^, Zheng Lin, Qibin Hou*, Deng-Ping Fan, Ming-Ming Cheng
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025, 47 (5): 3597-3610. (IF: 20.8)
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WinDB: HMD-free and Distortion-free Panoptic Video Fixation Learning
Guotao Wang, Chenglizhao Chen*, Aimin Hao, Hong Qin, Deng-Ping Fan
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025, 47 (3): 1694-1713. (IF: 20.8)
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CamoFormer: Masked Separable Attention for Camouflaged Object Detection
Bowen Yin, Xuying Zhang, Deng-Ping Fan, Shaohui Jiao, Ming-Ming Cheng, Luc Van Gool, Qibin Hou*
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024, 46 (12): 10362-10374. (IF: 20.8)
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Latent Semantic Consensus For Deterministic Geometric Model Fitting
Guobao Xiao, Jun Yu*, Jiayi Ma, Deng-Ping Fan and Ling Shao
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024, 46 (9): 6139-6153. (IF: 20.8)
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Salient Objects in Clutter
Deng-Ping Fan, Jing Zhang, Gang Xu, Ming-Ming Cheng*, Ling Shao
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023, 45 (2): 2344-2366. (IF: 20.8)
[ESI Highly Cited Paper (1%) | Extension of ECCV 2018]
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GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector
Peng Zheng^, Huazhu Fu^, Deng-Ping Fan*, Qi Fan, Jie Qin, Yu-Wing Tai, Chi-Keung Tang, and Luc Van Gool
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023, 45 (9): 10929-10946. (IF: 20.8)
[Extension of CVPR 2021]
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IC9600: A Benchmark Dataset for Automatic Image Complexity Assessment
Tinglei Feng^, Yingjie Zhai^, Jufeng Yang, Jie Liang, Deng-Ping Fan, Jing Zhang, Ling Shao, Dacheng Tao
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023, 45(7): 8577-8593. (IF: 20.8)
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Salient Object Detection via Integrity Learning
Mingchen Zhuge^, Deng-Ping Fan^, Nian Liu*, Dingwen Zhang*, Dong Xu, Ling Shao
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023, 45 (3): 3738-3752. (IF: 20.8)
[ESI Highly Cited Paper (1%)]
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Concealed Object Detection
Deng-Ping Fan, Ge-Peng Ji, Ming-Ming Cheng*, Ling Shao
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022, 44 (10): 6024-6042. (IF: 20.8)
[ESI Hot Paper (0.1%) | Extension of CVPR 2020 | JDC 2021 Distinguish Paper]
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[Online Demo]
[Supplementary Material]
[Code-Python]
Star
[Code-Jittor]
[2.25G COD10K_All (Baidu: w3up)]
[2.25G COD10K_All (Google)]
[微信群 (WeChat: CVer222)]
[Official Version]
Re-thinking co-salient object detection
Deng-Ping Fan, Tengpeng Li, Zheng Lin, Ge-Peng Ji, Dingwen Zhang, Ming-Ming Cheng*, Huazhu Fu, Jianbing Shen
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022, 44 (8): 4339-4354. (IF: 20.8)
[ESI Highly Cited Paper (1%) | Extension of CVPR 2020]
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Siamese Network for RGB-D Salient Object Detection and Beyond
Keren Fu, Deng-Ping Fan*, Ge-Peng Ji, Qijun Zhao, Jianbing Shen, Ce Zhu
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022, 44 (9): 5541-5559. (IF: 20.8)
[ESI Hot Paper (0.1%) | Extension of CVPR 2020]
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Uncertainty Inspired RGB-D Saliency Detection
Jing Zhang, Deng-Ping Fan*, Yuchao Dai, Saeed Anwar, Fatemeh Sadat Saleh, Sadegh Aliakbarian, Nick Barnes
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022, 44 (9): 5761-5779. (IF: 20.8)
[ESI Highly Cited Paper (1%) | Extension of CVPR 2020]
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Shifting More Attention to Video Salient Object Detection
Deng-Ping Fan, Wenguan Wang, Ming-Ming Cheng*, Jianbing Shen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, USA, June 16-20, 2019
[Best Paper Finalist & Oral]
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[Project Page]
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UC-Net: Uncertainty inspired rgb-d saliency detection via conditional variational autoencoders*
Jing Zhang, Deng-Ping Fan*, Yuchao Dai, Saeed Anwar, Fatemeh Sadat Saleh, Tong Zhang, Nick Barnes
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Virtual, June 14-19, 2020
[Best Paper Nomination & Oral]
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PraNet: Parallel reverse attention network for polyp segmentation
Deng-Ping Fan, Ge-Peng Ji, Tao Zhou, Geng Chen, Huazhu Fu*, Jianbing Shen*, Ling Shao
Medical Image Computing and Computer Assisted Intervention (MICCAI), Vitural, October 4-8, 2020
[MICCAI2025 Young Scientist Publication Impact Award(~0.2% from 2020-2024 accepted papers) |
JDC 2021 Most Influential (Application) Paper |
Early accept & Oral, Accept rate = 13% |
Top-1 Most Cited Paper in MICCAI over the recent 5 years |
Best precision of MediaEval 2020 Workshop at Medico Track]
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[国产生态Jittor]
[国产生态MindX SDK]
Star
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Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions
Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan*, Kaitao Song, Ding Liang, Tong Lu*, Ping Luo, Ling Shao
International Conference on Computer Vision (ICCV), Vitural, October 11-17, 2021
A pure Transformer backbone for dense prediction, such as object detection and semantic segmentation.
[2023 World Artificial Intelligence Conference Youth Outstanding Paper Award | Most Influential ICCV2021 Papers
(Top-3)
, Rate = 10/1617 = 0.62% | Oral, Accept rate = 210/6236 = 3.4%]
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[中文解读]
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