News

• (2026/03), I am serving as an Organizing Committee Chair for ICIG 2026, Singapore.
  
• (2025/11), I am serving as an Area Chair for ICML 2026.
  
• (2025/10), Camouflaged scene understanding Awesome list has been released.
  
• (2025/08), I am serving as an Area Chair for CVPR 2026.
  
• (2022/08), Dichotomous Image Segmentation (DIS) Benchmark: link; Video SOD Benchmark: link; Video Camouflaged Object Object Segmentation (VCOS) Benchmark: link; Camouflaged Object Detection (COD) Benchmark: link; Camouflaged Instance Segmentation (CIS) Benchmark: link; Co-SOD Benchmark: link; RGB-D SOD Leaderboards: link; Light Field SOD Benchmark: link; RGB SOD Leaderboards: link
  
• (2021/05), 机器之心走近全球顶尖实验室系列: 起源人工智能研究院(IIAI)-第三期：伪装目标检测：挑战、方法和应用.
  

Open Positions

• 重点资助2026年南开国际先进院（深圳福田）博后: 3年总薪资不低于100万元
  
• 2026年9月入学，硕士（考研）1名+博士（普博）1名
• 2027年9月入学，博士4名+硕士3名

（注：每年8月中下旬招满下一年度入学的研究生）

Teaching/Assistant

• 2024 – 2026, Nankai University, Deng-Ping Fan, Computer Vision.

• 2015.10 – 2016.1, Nankai University, BO Ren, Linear Algebra.
  

• 2016.3 – 2016.7, Nankai University, Ming-Ming Cheng, Computer Vision.

Representative Publications (Full)

• VSCode-v2: Dynamic Prompt Learning for General Visual Salient and Camouflaged Object 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: 18.6)
  [PDF] [Code] [Official Version]

• 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: 18.6)
  [ESI Highly Cited Paper (1%)]
  [PDF] [中译版] [Code] [Official Version]

• 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: 18.6)
  [PDF] [中译版] [Code] [Official Version]

• 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: 18.6)
  [PDF] [中译版] [Code] [Official Version]

• 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: 18.6)
  [PDF] [中译版] [Code] [Official Version]

• 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: 18.6)
  [Extension of CVPR 2021]
  [PDF] [中译版] [Code] [Official Version]

• 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: 18.6)
  [PDF] [中译版] [Code] [Demo] [Official Version]

• 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: 18.6)
  [ESI Highly Cited Paper (1%)]
  [PDF] [中译版] [Code] Star [Official Version]

• 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: 18.6)
  [ESI Highly Cited Paper (1%) | Extension of ECCV 2018]
  [PDF] [中译版] [Project Page] [Code] [Official Version]

• 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: 18.6)
  [ESI Hot Paper (0.1%) | Extension of CVPR 2020 | JDC 2021 Distinguish Paper]
  [PDF] [中译版] [Project Page] [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: 18.6)
  [ESI Highly Cited Paper (1%) | Extension of CVPR 2020]
  [PDF] [中译版] [Code] [Official Version]

• 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: 18.6)
  [ESI Hot Paper (0.1%) | Extension of CVPR 2020]
  [PDF] [中译版] [Code] Star [Official Version]

• 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: 18.6)
  [ESI Highly Cited Paper (1%) | Extension of CVPR 2020]
  [PDF] [Code] Star [Official Version]

• 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]
  [PDF] [中译版] [Project Page] [Code] Star [Official Version]

• 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]
  [PDF] [中译版] [Code] Star [Official Version]

• 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]
  [PDF] [中译版] [Code] [国产生态Jittor] [国产生态MindX SDK] Star [Official Version]

• 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%]
  [PDF] [中译版] [中文解读] [PPT] [Code] Star [Official Version]

© Deng-Ping Fan