News

• (2024/09), I am serving as an Area Chair for CVPR 2025.
  
• (2024/05), I am serving as an Area Chair for NeurIPS 2024.
  
• (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

• Ph.D. Student: We are looking for visiting Ph.D. students from china at MBZUAI under the support of CSC or other fundings. If you are interested in working with Prof. Fahad Shahbaz Khan and me, please drop me an email with your CV.
  

Recent Publications (Full)

• 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. (IF: 20.8)
  [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: 20.8)
  [PDF] [中译版] [Code] [Official Version]

• Vanishing-Point-Guided Video Semantic Segmentation of Driving Scenes
  Diandian Guo, Deng-Ping Fan*, Tongyu Lu, Christos Sakaridis, Luc Van Gool
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, June 17-21, 2024
  [Poster (Highlight), Accept rate = 324 /11532 = 2.8%]
  [PDF] [中译版] [Code] [Official Version]

• BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model
  Yiran Song, Qianyu Zhou, Xiangtai Li, Deng-Ping Fan, Xuequan Lu, Lizhuang Ma*
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, June 17-21, 2024
  [PDF] [中译版] [Code] [Official Version] [Supplemental]

• VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning
  Ziyang Luo, Nian Liu*, Wangbo Zhao, Xuguang Yang, Dingwen Zhang, Deng-Ping Fan, Fahad Khan, Junwei Han
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, June 17-21, 2024
  [PDF] [中译版] [Code] [Official Version] [Supplemental]

• LAKE-RED: Camouflaged Images Generation by Latent Background Knowledge Retrieval-Augmented Diffusion
  Pancheng Zhao, Peng Xu, Pengda Qin, Deng-Ping Fan, Zhicheng Zhang, Guoli Jia, Bowen Zhou, Jufeng Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, June 17-21, 2024
  [PDF] [中译版] [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: 24.314)
  [ESI Highly Cited Paper (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]

© Deng-Ping Fan