Deng-Ping Fan   范登平 Home| Activities| Publications| Awards| Teams| Accept_Rate Computer Vision Lab, ETH Zürich ETF C113.2, Sternwartstrasse 7, 8092 Zürich, Switzerland Email: dengpfan(AT)gmail(DOT)com   Google Scholar             DBLP             AI Open Index             Github             Linkedin           Previous-Homepage

Biography

Deng-Ping Fan is a Postdoctoral Researcher, working with Prof. Luc Van Gool in Computer Vision Lab @ ETH Zurich. From 2019-2021, he was a research scientist and team lead of IIAI-CV&Med in IIAI. He received his PhD. from Nankai University in 2019 under the supervision of Prof. Ming-Ming Cheng. His research interest is in Computer Vision, Machine Learning, and Medical Image Analysis. Specifically, he focuses on Dichotomous Image Segmentation (General Object Segmentation, Camouflaged Object Segmentation, Saliency Detection), Multi-Modal AI. He is a senior member of IEEE and a member of the TRACE-Zurich project on automated driving. [CV]

范登平博士，是苏黎世联邦理工大学(ETH Zurich)博士后研究员， 曾担任IIAI研究员，阿里达摩院高级算法工程师。研究兴趣包括计算机视觉、医学图像分析、认知规律启发的视觉场景理解等。 近5年，在CCF A类顶级国际期刊和会议上发表论文约40篇(含6篇IEEE T-PAMI)， 4篇期刊论文入选ESI高被引论文(前1%)，连续两年入选CVPR Best Paper Finalists， 获2021年度计图开发者大会杰出论文奖、2021年度计图开发者大会最具影响力（应用）论文奖， 获2021年度CCF优秀博士学位论文奖，谷歌学术总引用7200+次。 “伪装目标检测”任务(Demo)被英国《New Scientist》权威杂志撰文报道， PraNet 自动息肉分割模型在MediaEval 2020竞赛上取得精度指标冠军并被斯坦福2022年人工智能指数报告引用， Kaleido-BERT 被用于阿里电商搜索系统，授权发明专利8项（美国3项，中国5项）， 合著出版英文专著 (含章节) 1部。是IEEE高级会员、CCF高级会员、CIE高级会员、IJCAI’21资深程序委员会委员、第七届MICCAI眼科医学影像分析研讨会领域主席、任国际刊物Computer Vision and Machine Learning编委。

Research Interests

• Camouflaged Scene Understanding: Camouflaged Object Detection (COD), Video Camouflaged Object Detection (VCOD), Camouflaged Instance Segmentation (CIS), Out-Of-Distribution (OOD), Transparent Object Detection, Defect Detection, Abnormal Detection
  

• Multi-Modal AI: Vision-Language, Vision-Audio, Vision-Language-Audio
  

• Medical Image Processing: Hippocampal segmentation, Polyp Segmentation, Lung Infection Segmentation
  

• Visual Attention: Image Salient Object Detection (ISOD), RGB-D SOD, RGB-T SOD, Remote Sensing SOD, High-Resolusion SOD (HRSOD), Lidar/Point Cloud SOD, CoSOD, Salient Instance Detection (SID), Salient Object Ranking (SOR), Video Salient Object Detection (VSOD), Visual-auditory SOD
  

• 3D Vision: 3D reconstruction, AR/VR, Depth estimation, Light Field SOD (LFSOD), RGB-D SOD
  

News

• (2022/08), Our new project page about Camouflaged Object Detection (COD) has been established. link/ pdf.
  

• (2022/08), Our new task about Facial-Sketch Synthesis (FSS) has been accepted by MIR2022. link/ pdf.
  

• (2022/07), Our new task about Dichotomous Image Segmentation (DIS) has been accepted by ECCV2022. link/ pdf.
  

• (2022/07), Our new task about Camouflaged Instance Segmentation (CIS) has been accepted by ECCV2022. link/ pdf.
  

• (2022/03), Our new task about Video Camouflaged Object Segmentation (VCOS) has been accepted in CVPR2022. link.
  

• (2022/01), Video SOD Benchmark: link; Co-SOD Benchmark: link; RGB-D SOD Leaderboards: link; Light Field SOD Benchmark: link; RGB SOD Leaderboards: link
  

• (2021/12), HUAWEI 藤蔓技术论坛2021 Talk: “伪装目标检测技术与应用”, 2021. link/video
  

• (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.
  

Activities

• Editorial Board Members: CVML (Computer Vision and Machine Learning) since 2022;
  

• Area Chair/Senior Programme Committee: IJCAI 2021, MICCAI 2020 workshop (OMIA7)
  

• Conference Program Committee Board: IJCAI (2022-2024)
  

• Conference Programme Committee: ICLR 2022~2023, ICML 2022, NeurIPS 2022, NeurIPS 2021~2022 Datasets and Benchmarks Track, CVPR 2019~2022, ICCV 2019、2021, ECCV 2020、2022, MICCAI 2021~2022, CVM 2022~2023, AAAI 2018、2020~2023, PRCV 2018~2022, etc.
  

• Journal Reviewer: IJCV, IEEE TPAMI, IEEE TIP, IEEE TNNLS, IEEE TMM, IEEE TMI, IEEE T-Cybernetics, MIA, PR, Information Fusion, Knowledge-Based Systems, Information Sciences, CVMJ, MIR, 电子学报, etc.
  

• Memberships: IEEE Senior member, CCF Senior member, Chinese Institute of Electronics (CIE) Senior member, CCF-CV Executive member, CSIG-BVD Executive member, Chinese Association for Artificial Intelligence (CAAI) member, etc.
  

• Co-organize Uncertainty Estimation for Dense Prediction Tasks at ICCV 2021. slides.
  

• Organize a tutorial on Visual Saliency Detection at IIAI 2019. slides.
  

• Chinese Academy of Sciences-Summer Camp Talk: Camouflaged Scene Understanding, 11, July, 2022.
  

• Shenzhen University Talk: Camouflaged Scene Understanding, 23, May, 2022.
  

• ETH Zurich TRACE talk: Vision-Language Transformer in Fashion, 17, March, 2022.
  

• ETH Zurich TRACE talk: Camouflaged Object Detection Under Automatic Driving Scenes, 06, Dec, 2021.
  

• 第六期“计图”论坛 Talk: “金字塔视觉特征变换网络及其应用”, 2021. slides.
  

• JDC 2021 Talk: “目标分割算法与应用”, 2021. slides_1, slides_2
  

• HUAWEI 藤蔓技术论坛2021 Talk: “伪装目标检测技术与应用”, 2021. link.
  

• UC Berkeley International Computer Science Institute (ICSI) Talk: “2D/3D Vision and Medical Image Segmentation”, 2021.
  

• Baidu US-CCL Talk: “Camouflaged Object Detection”, 2020.
  

• Alibaba AI Labs-ELab Talk: “Smart Home”, 2019. slides.
  

• IIAI Talk: “Shifting More Attention to Video Salient Object Detection”, 2019. slides.
  

• VALSE 2019 spotlight Talk: “Bringing Salient Object Detection to the Foreground”, 2019.
  

• VALSE Webinar Talk: “Structure-measure: A New Way to Evaluate Foreground Maps”, 2017.
  

Preprints (*: Corresponding, ^Equal contributions)

• 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), Major, 2022. (IF: 24.314)
  [Extension of CVPR 2021]
  [PDF] [Code]

• Weakly Supervised Visual-Auditory Fixation Prediction with Multigranularity Perception
  Guotao Wang, Chenglizhao Chen*, Deng-Ping Fan, Aimin Hao, Hong Qin
  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Major, 2022. (IF: 24.314)
  [Extension of CVPR 2021]
  [PDF] [中译版] [Code]

• IC9600: A Benchmark Dataset for Automatic Image Complexity Assessment
  Yingjie Zhai, Tinglei Feng, Jufeng Yang, Jie Liang, Deng-Ping Fan, Jing Zhang, Ling Shao, Dacheng Tao
  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Major, 2022. (IF: 24.314)
  [PDF]

• Generative Transformer for Accurate and Reliable Salient Object Detection
  Yuxin Mao, Jing Zhang, Zhexiong Wan, Yuchao Dai*, Aixuan Li, Yunqiu Lv, Xinyu Tian, Deng-Ping Fan, Nick Barnes
  arXiv, 2021
  [PDF] [Code]

• Towards Deeper Understanding of Camouflaged Object Detection
  Yunqiu Lv, Jing Zhang, Yuchao Dai*, Aixuan Li, Nick Barnes, Deng-Ping Fan
  arXiv, 2022
  [Extension of CVPR 2021]
  [PDF] [Code]

• Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers
  Bo Dong, Wenhai Wang, Deng-Ping Fan*, Jinpeng Li, Huazhu Fu, Ling Shao
  arXiv, 2022
  [PDF] [中译版] [Code] Star

• Boundary-aware segmentation network for mobile and web applications
  Xuebin Qin, Deng-Ping Fan*, Chenyang Huang, Cyril Diagne, Zichen Zhang, Adrià Cabeza Sant'Anna, Albert Suarez, Martin Jagersand, Ling Shao
  arXiv, 2021
  [Extension of CVPR 2019]
  [PDF] [中文解读] [Code] Star [Tutorial (4k views)] [Webo (1,070k views)] [Demo] Star [Video]

Selected Journal Publications

In the Year of 2023


In the Year of 2022


• 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)
  [JDC 2021 Distinguish Paper | Extension of CVPR 2020]
  [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]

• 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), 2022. (IF: 24.314)
  [Extension of ECCV 2018]
  [PDF] [中译版] [Project Page] [Code] [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: 24.314)
  [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: 24.314)
  [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: 24.314)
  [Extension of CVPR 2020]
  [PDF] [Code] Star [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), 2022. (IF: 24.314)
  [PDF] [中译版] [Code] Star [Official Version]

• Semantic Edge Detection with Diverse Deep Supervision
  Yun Liu, Ming-Ming Cheng, Deng-Ping Fan, Le Zhang, Jia-Wang Bian, and Dacheng Tao
  International Journal of Computer Vision (IJCV), 2022, 130: 179-198. (IF: 13.369)
  [PDF] [中译版] [Code] [Official Version]

• Facial-Sketch Synthesis: A New Challenge
  Deng-Ping Fan, Ziling Huang, Peng Zheng, Hong Liu*, Xuebin Qin*, Luc Van Gool
  Machine Intelligence Research (MIR), 2022, 19 (4): 257-287. (中国卓越期刊)
  [PDF] [中译版] [Video] [MIR报告PPT (百度盘提取码eoa3)] [视频解读] [Code] Star [Evaluation Tool] [FS2K dataset] [Awesome List] [Official Version]

• Deep Gradient Learning for Efficient Camouflaged Object Detection
  Ge-Peng Ji, Deng-Ping Fan*, Yu-Cheng Chou, Dengxin Dai, Alexander Liniger, Luc Van Gool
  Machine Intelligence Research (MIR), 2022. (中国卓越期刊)
  [PDF] [中译版] [Code] Star

• Video Polyp Segmentation: A Deep Learning Perspective
  Ge-Peng Ji, Guobao Xiao, Yu-Cheng Chou, Deng-Ping Fan*, Kai Zhao, Geng Chen, and Luc Van Gool
  Machine Intelligence Research (MIR), 2022. (中国卓越期刊)
  [PDF] [中译版] [Code] Star

• Masked Vision-Language Transformer in Fashion
  Ge-Peng Ji, Mingcheng Zhuge, Dehong Gao, Deng-Ping Fan*, Christos Sakaridis, Luc Van Gool
  Machine Intelligence Research (MIR)-Major, 2022. (中国卓越期刊)
  [PDF]

• Sequential Interactive Image Segmentation
  Zheng Lin, Zhao Zhang, Zi-Yue Zhu, Deng-Ping Fan*, Xia-Lei Liu
  Computational Visual Media (CVMJ), 2022. (IF: 4.127, 中国卓越期刊, JCR分区Q1, Accept rate ~=12.5%)
  [PDF] [中译版]

• Full-Duplex Strategy for Video Object Segmentation
  Ge-Peng Ji, Deng-Ping Fan*, Keren Fu, Zhe Wu, Jianbing Shen, Ling Shao
  Computational Visual Media (CVMJ), 2022. (IF: 4.127, 中国卓越期刊, JCR分区Q1, Accept rate ~=12.5%)
  [Extension of ICCV 2021]
  [PDF] [中译版] [Code] Star

• Specificity-preserving RGB-D Saliency Detection
  Tao Zhou, Deng-Ping Fan*, Geng Chen, Yi Zhou, Huazhu Fu
  Computational Visual Media (CVMJ), 2022. (IF: 4.127, 中国卓越期刊, JCR分区Q1, Accept rate ~=12.5%)
  [Extension of ICCV 2021]
  [PDF] [中译版] [Code] Star

• Light Field Salient Object Detection: A Review and Benchmark
  Keren Fu, Yao Jiang, Ge-Peng Ji, Tao Zhou*, Qijun Zhao, Deng-Ping Fan
  Computational Visual Media (CVMJ), 2022, 8 (4): 509–534. (IF: 4.127, 中国卓越期刊, JCR分区Q1, Accept rate ~=12.5%)
  [PDF] [中译版] [Code] Star [Official Version]

• PVT v2: Improved baselines with Pyramid Vision Transformer
  Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan, Kaitao Song, Ding Liang, Tong Lu, Ping Luo, Ling Shao
  Computational Visual Media (CVMJ), 2022, 8 (3): 415-424. (IF: 4.127, 中国卓越期刊, JCR分区Q1, Accept rate ~=12.5%)
  [PDF] [Code] Star [Official Version]


In the Year of 2021


• Structure-measure: A new way to evaluate foreground maps
  Ming-Ming Cheng*, Deng-Ping Fan
  International Journal of Computer Vision (IJCV), 2021, 129 (9): 2622-2638. (IF: 13.369)
  [Extension of ICCV 2017]
  [PDF] [中译版] [Code] [Meta-measure] [Official Version]

• 认知规律启发的物体分割评价标准及损失函数
  Cognitive Vision Inspired Object Segmentation Metric and Loss Function
  范登平， 季葛鹏， 秦雪彬， 程明明*
  Deng-Ping Fan, Ge-Peng Ji, Xuebin Qin, Ming-Ming Cheng*
  中国科学：信息科学, 2021, 51 (9): 1475-1489. (IF: 7.275, CCF A类中文期刊, JCR分区Q1)
  SCIENTIA SINICA Informationis (SSI), 2021
  [Extension of IJCAI 2018]
  [PDF] [Code] [Official Version]

• Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks
  Deng-Ping Fan, Zheng Lin, Zhao Zhang, Menglong Zhu, Ming-Ming Cheng*
  IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021, 32 (5): 2075-2089. (IF: 14.255)
  [ESI Hot Paper (0.1%)]
  [PDF] [中译版] [Project Page] [SIP1K (Baidu: 46w8)] [SIP1K (Google)] Star [Official Version]

• RGB-D Salient Object Detection: A Survey
  Tao Zhou, Deng-Ping Fan*, Ming-Ming Cheng, Jianbing Shen, Ling Shao
  Computational Visual Media (CVMJ), 2021, 7 (1): 37-69. (IF: 4.127, 中国卓越期刊, JCR分区Q1, Accept rate ~=12.5%)
  [ESI Highly Cited Paper (1%) | Spotlight Paper]
  [PDF] [中译版] [Code] Star [Official Version]

• JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation
  Yu-Huan Wu, Shang-Hua Gao, Jie Mei, Jun Xu, Deng-Ping Fan, Rong-Guo Zhang, Ming-Ming Cheng*
  IEEE Transactions on Image Processing (TIP), 2021, 30: 3113-3126. (IF: 11.041)
  [ESI Hot Paper (0.1%)]
  [PDF] [中译版] [Code] [Official Version]


In the Year of 2020


• Inf-Net: Automatic Covid-19 Lung Infection Segmentation from CT Images
  Deng-Ping Fan, Tao Zhou, Ge-Peng Ji, Yi Zhou, Geng Chen*, Huazhu Fu*, Jianbing Shen*, Ling Shao
  IEEE Transactions on Medical Imaging (TMI), 2020, 39 (8): 2626-2637. (IF: 11.037)
  [ESI Highly Cited Paper (1%) | TMI 50 most frequently accessed articles | Top-20 Most Cited Paper within 5 Years in IEEE TMI2020 | Extension of MICCAI 2020]
  [PDF] [中译版] [Code] Star [Official Version]


In the Year of 2019


• 认知规律启发的显著性物体检测方法与评测
  Cognitive Inspirited Salient Object Detection Models and Benchmarks
  范登平
  Deng-Ping Fan
  南开大学博士学位论文, 2019. (2021年CCF优秀博士学位论文奖)
  Ph.D. thesis, Nankai University, 2019 (China Computer Federation (CCF) Outstanding Doctoral Dissertation Award)
  [PDF] [PPT]

Selected Conference Publications

In the Year of 2023


In the Year of 2022


• Highly Accurate Dichotomous Image Segmentation
  Xuebin Qin, Hang Dai, Xiaobin Hu, Deng-Ping Fan*, Ling Shao, Luc Van Gool
  European Conference on Computer Vision (ECCV), Tel Aviv, Israel, October 23-27, 2022
  [PDF] [中译版] [Project Page] [Code] Star

• OSFormer: One-Stage Camouflaged Instance Segmentation with Transformers
  Jialun Pei, Tianyang Cheng, Deng-Ping Fan*, He Tang, Chuanbo Chen, Luc Van Gool
  European Conference on Computer Vision (ECCV), Tel Aviv, Israel, October 23-27, 2022
  [PDF] [中译版] [视频解读] [Project Page] [Code] Star

• Implicit Motion Handling for Video Camouflaged Object Detection
  Xuelian Cheng, Huan Xiong, Deng-Ping Fan*, Yiran Zhong, Mehrtash Harandi, Tom Drummond, Zongyuan Ge
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, June 19-24, 2022
  [PDF] [中译版] [Video] [Project Page] [Code] Star [Official Version]


In the Year of 2021


• 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.
  [Most Influential ICCV2021 Papers (Top-2) , 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]

• RGB-D saliency detection via cascaded mutual information minimization
  Jing Zhang, Deng-Ping Fan*, Yuchao Dai, Xin Yu, Yiran Zhong, Nick Barnes, Ling Shao
  International Conference on Computer Vision (ICCV), Vitural, October 11-17, 2021
  [PDF] [中译版] [Code] [Official Version]

• Specificity-preserving RGB-D Saliency Detection
  Tao Zhou, Huazhu Fu, Geng Chen, Yi Zhou, Deng-Ping Fan*, Ling Shao
  International Conference on Computer Vision (ICCV), Vitural, October 11-17, 2021
  [PDF] [中译版] [Code] [Official Version]

• Full-duplex strategy for video object segmentation
  Ge-Peng Ji, Deng-Ping Fan*, Keren Fu, Zhe Wu, Jianbing Shen, Ling Shao
  International Conference on Computer Vision (ICCV), Vitural, October 11-17, 2021
  [PDF] [中译版] [Code] [Official Version]

• Kaleido-BERT: Vision-Language Pre-training on Fashion Domain
  Mingchen Zhuge, Dehong Gao, Deng-Ping Fan*, Linbo Jin, Ben Chen, Haoming Zhou, Minghui Qiu, Ling Shao
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vitural, June 19-25, 2021
  [PDF] [中译版] [1小时解读] [Code] Star [Official Version]

• Group Collaborative Learning for Co-Salient Object Detection
  Qi Fan, Deng-Ping Fan*, Huazhu Fu, Chi-Keung Tang, Ling Shao, Yu-Wing Tai
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vitural, June 19-25, 2021
  [PDF] [中译版] [Code] [Official Version]

• Mutual Graph Learning for Camouflaged Object Detection
  Qiang Zhai, Xin Li, Fan Yang*, Chenglizhao Chen, Hong Cheng, Deng-Ping Fan
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vitural, June 19-25, 2021
  [PDF] [中译版] [Code] [Official Version]

• Camouflaged Object Segmentation with Distraction Mining
  Haiyang Mei, Ge-Peng Ji, Ziqi Wei, Xin Yang*, Xiaopeng Wei, Deng-Ping Fan
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vitural, June 19-25, 2021
  [PDF] [中译版] [Project Page] [Code] [Official Version]

• Progressively Normalized Self-Attention Network for Video Polyp Segmentation
  Ge-Peng Ji^, Yu-Cheng Chou^, Deng-Ping Fan*, Geng Chen, Huazhu Fu, Debesh Jha, Ling Shao
  Medical Image Computing and Computer Assisted Intervention (MICCAI), Strasbourg, France, September 27-October 1, 2021
  [Early Accept, Accept rate = 13% | Student Travel Award, Rate = 95/1630 = 5.8%]
  [PDF] [中译版] [Code] Star [Official Version]


In the Year of 2020


• 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
  [Early accept & Oral, Accept rate = 13% | JDC 2021 Most Influential (Application) Paper | Top-10 Most Cited Paper within 5 Years in MICCAI 2020 | Best precision of MediaEval 2020 Workshop at Medico Track]
  [PDF] [中译版] [Code] Star [Official Version]

• BBS-Net: RGB-D salient object detection with a bifurcated backbone strategy network
  Deng-Ping Fan^, Yingjie Zhai^, Ali Borji, Jufeng Yang*, Ling Shao
  European Conference on Computer Vision (ECCV), Virtual, August 23-28, 2020
  [PDF] [中译版] [Code] Star [Official Version]

• JL-DCF: Joint learning and densely-cooperative fusion framework for RGB-D salient object detection
  Keren Fu, Deng-Ping Fan*, Ge-Peng Ji, Qijun Zhao
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Virtual, June 14-19, 2020
  [PDF] [中译版] [Code] [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]

• Taking a deeper look at co-salient object detection
  Deng-Ping Fan^, Zheng Lin^, Ge-Peng Ji, Dingwen Zhang, Huazhu Fu, Ming-Ming Cheng*
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Virtual, June 14-19, 2020
  [PDF] [中译版] [Project Page] [Evaluation Code] [CoSOD3K (Baidu: ky1v)] [CoSOD3K (Google)] [Official Version]

• Camouflaged object detection
  Deng-Ping Fan, Ge-Peng Ji, Guolei Sun, Ming-Ming Cheng, Jianbing Shen*, Ling Shao
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Virtual, June 14-19, 2020
  [Oral, Accept rate = 335/5865 = 5.7% | Coverage of 《New scientist》]
  [PDF] [中译版] [Code] Star [Project Page] [Online Demo] [1小时解读] [Video] [2.25G COD10K_All (Baidu: w3up)] [2.25G COD10K_All (Google)] [微信群 (WeChat: CVer222)] [Official Version]


Before 2019


• 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]

• Scoot: A Perceptual Metric for Facial Sketches
  Deng-Ping Fan, ShengChuan Zhang, Yu-Huan Wu, Yun Liu, Ming-Ming Cheng*, Bo Ren, Paul Rosin, Rongrong Ji
  International Conference on Computer Vision (ICCV), Seoul, Korea, October 27-November 02, 2019
  [PDF] [中译版] [Project Page] [Supplementary Material] [Code] [Official Version]

• Contrast Prior and Fluid Pyramid Integration for RGBD Salient Object Detection
  Jia-Xing Zhao^, Yang Cao^, Deng-Ping Fan^, Ming-Ming Cheng*, Xuan-Yi Li, Le Zhang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, California, June 16-20, 2019
  [PDF] [中译版] [Project Page] [Code] [Official Version]

• Enhanced-alignment measure for binary foreground map evaluation
  Deng-Ping Fan, Cheng Gong, Yang Cao, Bo Ren*, Ming-Ming Cheng, Ali Borji
  International Joint Conference on Artificial Intelligence (IJCAI), Stockholm, Sweden, July 13-19, 2018
  [Most Influential IJCAI Papers (Top-6) , Accept Rate = 6/710 = 0.8% | Oral]
  [PDF] [中译版] [Code] [Meta-measure] [PPT] [Dataset] [Official Version]

• Salient objects in clutter: Bringing salient object detection to the foreground
  Deng-Ping Fan, Ming-Ming Cheng*, Jiang-Jiang Liu, Shang-Hua Gao, Qibin Hou, Ali Borji
  European Conference on Computer Vision (ECCV), Munich, Germany, September 8-14, 2018
  [PDF] [中译版] [Project Page] [Official Version]

• Structure-measure: A New Way to Evaluate Foreground Maps
  Deng-Ping Fan, Ming-Ming Cheng*, Yun Liu, Tao Li, Ali Borji
  International Conference on Computer Vision (ICCV), Venice, Italy, October 22-29, 2017
  [Spotlight, Accept rate = 56/2143 = 2.6%]
  [PDF] [中译版] [Code] [Meta-measure] [PPT] [Official Version]

Teams

• Ph.D. Students
  Zheng Lin, Nankai University, Sep. 2019- (CVPR2020, TPAMI2021, Co-advise with Prof. Ming-Ming Cheng)
  Zhou Huang, UESTC, Sep. 2021-Sep. 2022 (CSC Funding, Co-advise with Prof. Huai-Xin Chen)
  Shuo Wang, ETH Zurich, Dec. 2021- (CSC Funding, Co-advise with Prof. Jiang Zhang)
  

• Master students
  Yingjie Zhai, Nankai University, Sep. 2019- (ECCV2020, TIP2021, Co-advise with Prof. Jufeng Yang)
  Zhaochong An, ETH Zurich, Jan. 2022- (Co-advise with Prof. Luc Van Gool)
  Xuejing Luo, ETH Zurich, Sep. 2022- (Co-advise with Prof. Luc Van Gool)
  Linghao Han, Nankai University, March. 2022- (Co-advise with Prof. Ming-Ming Cheng)
  

• Undergraduate Students
  Yu-Cheng Chou, Wuhan University, Jan. 2021-Jun. 2022 (MICCAI2021, CCF-YEF-2022优秀大学生学术秀本科组一等奖)
  

• Research Intern (IIAI)/Visiting Scholar (MBZUAI)
  Jing Zhang, Ph.D.@ANU (Now Lecturer@ANU), November 2020-Sep. 2021 (CVPR2020-Best Paper Nomination, ICCV2021, TPAMI2022)
  Ge-Peng Ji, Master@WHU (Now Ph.D.@ANU), Feb. 2019-Jun 2021 (MICCAI2021-Student Travel Award, ICCV2021)
  Mingchen Zhuge, Master@CUGB (Now Ph.D.@KAUST), Feb. 2020-Oct. 2022 (CVPR2021, TPAMI2022)
  Jialun Pei, Ph.D.@HUST, March 2021-March 2022 (ECCV2022)
  Peng Zheng, Master@UNITN&Aalto University, April 2021-Jan. 2022 (TPAMI2022-Major)
  Xiaobin Hu, Ph.D.@TUM (Now, Tencent Youtu Lab), July 2021-Dec. 2021 (ECCV2022)
  Xuelian Cheng, Ph.D.@Monash University, July 2021-Oct. 2021 (CVPR2022)
  

• IIAI-CV&Med Team Members
  Xuebin Qin, Postdoctoral (Huawei; MBZUAI)
  Xin Li, Senior Data Scientist (G42@AIQ; IIAI)
  Fan Yang, Senior Data Scientist (G42@AIQ; IIAI)
  Prof. Geng Chen, Research Scientist (NPU; IIAI)
  Prof. Tao Zhou, Research Scientist (NJUST；IIAI)
  Tianzhu Xiang, Technique Lead (G42@Bayanat; IIAI)
  

Awards and Honors

• China Computer Federation (CCF) Outstanding Doctoral Dissertation Award, 2021
  

• Distinguish Paper in Jittor Developer Conference, 2021
  

• Most Influential (Application) Paper in Jittor Developer Conference, 2021
  

• 吴文俊人工智能自然科学二等奖 (4/5), 2020
  

• CVPR Best Paper Nomination, 2020
  

• CVPR Best Paper Finalist, 2019
  

• Outstanding/Distinguished/Honorable Mention/High-Quality Reviewer: CVPR 2019 with special mention (25/2887), CVPR 2020 (141/3664), CVPR 2021 (1065/5246), ECCV 2020, IEEE TMI Distinguished Reviewer 2020 – 2022, MICCAI 2022 (102/1242)
  

• Outstanding PhD. Graduates in Nankai University, 2019
  

• Huawei PhD. Fellowship, 2017
  

Teaching Assistant

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

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

© Deng-Ping Fan