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孙哲南

             电子邮件:znsun@nlpr.ia.ac.cn
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             个人主页:http://cripac.ia.ac.cn/people/znsun/index.html
       

个人简介

      孙哲南,中国科学院自动化研究所研究员、博士生导师,中国科学院大学人工智能学院岗位教授,天津中科智能识别产业技术研究院院长,国际模式识别学会(IAPR)会士。1999年在大连理工大学获学士学位,2002年在华中科技大学获硕士学位,2006年在中国科学院自动化研究所获博士学位,并留所工作。主要从事生物特征识别、模式识别和计算机视觉研究,在IEEE TPAMI、IJCV、IEEE TIP、IEEE TIFS等国际期刊与CVPR、ICCV、ECCV、NeurIPS等国际会议发表论文300余篇,Google引用24000次,授权国家发明专利50余项,主持和参与国家级科研项目20余项。担任国际模式识别学会(IAPR)生物特征识别技术委员会主席、中国图象图形学学会生物特征识别专委会主任、中国生物识别产业技术创新战略联盟秘书长、中国人工智能学会模式识别专委会副主任、中国图象图形学学会机器视觉专委会副主任。曾任IEEE TIFS、IEEE TBIOM编委,CVPR、ICCV、ECCV、NeurIPS等国际会议领域主席。入选国家“万人计划”科技创新领军人才和科技部中青年科技创新领军人才,获得中科院卢嘉锡青年人才奖,科研成果获得国家技术发明二等奖、国家专利优秀奖和中国图象图形学学会自然科学一等奖,主持研发的虹膜识别和人脸识别核心技术孵化了三家科技公司,相关产品在煤矿、银行、安防等领域推广应用。入选中国科学院优秀导师,指导多名博士生获中科院院长奖、博士后创新人才计划、中科院优秀博士论文。

研究领域

生物特征识别、模式识别、计算机视觉

所获奖励

(1)中国图象图形学学会自然科学二等奖,2025
(2)中国科学院大学“领雁奖章”,2023
(3)IJCB最佳学生论文,2023
(4)北京市科学技术进步奖二等奖,2022
(5)中国发明协会发明创业奖创新奖一等奖,2022
(6)中国科学院优秀导师,2022
(7)中国图象图形学学会自然科学奖一等奖,2021
(8)科技部中青年科技创新领军人才,2019
(9)首届全球生物识别贡献奖,2018
(10)国际模式识别学会会士,2016
(11)中国科学院北京分院科技成果转化一等奖,2012
(12)中国科学院卢嘉锡青年人才奖,2011
(13)Noisy Iris Challenge Evaluation-Part II算法竞赛第一名,2010
(14)Noisy Iris Challenge Evaluation-Part I算法竞赛第一名,2009
(15) 第十一届中国专利奖优秀奖,2009
(16)虹膜图像获取与识别技术,国家技术发明二等奖,2005

学术任职

中国图象图形学学会生物特征识别专业委员会主任,2025年至今
国际模式识别学会(IAPR)生物特征识别专业技术委员会主席,2019年至今
IEEE Transactions on Biometrics, Behavior, and Identity Science编委, 2019年至今
中国人工智能学会模式识别专业委员会副主任,2019年至今
中国图象图形学学会机器视觉专委会副主任,2017年至今
国际模式识别学会(IAPR)会士,2016年至今

代表性著作

期刊论文
1. Jianxin Sun, Qiyao Deng, Qi Li, Muyi Sun, Yunfan Liu, Zhenan Sun, AnyFace++: A unified framework for free-style text-to-face synthesis and manipulation, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 47(11): 9438-9453, 2025.
2. Jie Gui, Tuo Chen, Jing Zhang, Qiong Cao, Zhenan Sun, Hao Luo, Dacheng Tao, A Survey on Self-Supervised Learning: Algorithms, Applications, and Future Trends, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 46(12): 9052-9071, 2024.
3. Qi Li, Weining Wang, Chengzhong Xu, Zhenan Sun, Ming-Hsuan Yang, Learning Disentangled Representation for One-Shot Progressive Face Swapping, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 46(12): 8348-8364, 2024.
4. Min Ren, Yunlong Wang, Yuhao Zhu, Yongzhen Huang, Zhenan Sun, Qi Li, Tieniu Tan, Artificial Immune System of Secure Face Recognition Against Adversarial Attacks, International Journal of Computer Vision (IJCV), 132(12): 5718-5740, 2024.
5. Fangling Jiang, Qi Li, Weining Wang, Min Ren, Wei Shen, Bing Liu, Zhenan Sun, Open-Set Single-Domain Generalization for Robust Face Anti-Spoofing, International Journal of Computer Vision (IJCV), 132(11): 5151-5172, 2024.
6. Kaiduo Zhang, Muyi Sun, Jianxin Sun, Kunbo Zhang, Zhenan Sun, Tieniu Tan, Open-Vocabulary Text-Driven Human Image Generation, International Journal of Computer Vision (IJCV), 132(10): 4379-4397, 2024.
7. Min Ren, Yunlong Wang, Yuhao Zhu, Kunbo Zhang, Zhenan Sun, Multiscale Dynamic Graph Representation for Biometric Recognition With Occlusions, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 45(12): 15120-15136, 2023.
8. Yunfan Liu, Qi Li, Qiyao Deng, Zhenan Sun, Ming-Hsuan Yang, GAN-Based Facial Attribute Manipulation, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 45(12): 14590-14610, 2023.
9. Hongwen Zhang, Yating Tian, Yuxiang Zhang, Mengcheng Li, Liang An, Zhenan Sun, Yebin Liu, PyMAF-X: Towards Well-Aligned Full-Body Model Regression From Monocular Images, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 45(10): 12287-12303, 2023.
10. Fangling Jiang, Qi Li, Pengcheng Liu, Xiang-Dong Zhou, Zhenan Sun, Adversarial Learning Domain-Invariant Conditional Features for Robust Face Anti-spoofing, International Journal of Computer Vision (IJCV), 131(7): 1680-1703, 2023.
11. Hongwen Zhang, Jie Cao, Guo Lu, Wanli Ouyang, Zhenan Sun, Learning 3D Human Shape and Pose From Dense Body Parts, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 44(5): 2610-2627, 2022.
12. Ran He, Jie Cao, Lingxiao Song, Zhenan Sun, Tieniu Tan, Adversarial Cross-Spectral Face Completion for NIR-VIS Face Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 42(5): 1025-1037, 2020.
13. Qi Li, Zhenan Sun, Ran He, Tieniu Tan, A General Framework for Deep Supervised Discrete Hashing, International Journal of Computer Vision (IJCV), 128(8): 2204-2222, 2020.
14. Xiang Wu, Ran He, Yibo Hu, Zhenan Sun, Learning an Evolutionary Embedding via Massive Knowledge Distillation, International Journal of Computer Vision (IJCV), 128(8): 2089-2106, 2020.
15. Jie Cao, Yibo Hu, Hongwen Zhang, Ran He, Zhenan Sun, Towards High Fidelity Face Frontalization in the Wild, International Journal of Computer Vision (IJCV), 128(5): 1485-1504, 2020.
16. Ran He, Xiang Wu, Zhenan Sun, Tieniu Tan, Wasserstein CNN: Learning Invariant Features for NIR-VIS Face Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 41(7): 1761-1773, 2019.
17. Jian Liang, Ran He, Zhenan Sun, Tieniu Tan, Aggregating Randomized Clustering-Promoting Invariant Projections for Domain Adaptation, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 41(5): 1027-1042, 2019.
18. Huaibo Huang, Ran He, Zhenan Sun, Tieniu Tan, Wavelet Domain Generative Adversarial Network for Multi-scale Face Hallucination, International Journal of Computer Vision (IJCV), 127(6): 763-784, 2019.
19. Jie Gui, Tongliang Liu, Zhenan Sun, Dacheng Tao, Tieniu Tan, Fast Supervised Discrete Hashing, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 40(2): 490-496, 2018.
20. Yunlian Sun, Man Zhang, Zhenan Sun, Tieniu Tan, Demographic Analysis from Biometric Data: Achievements, Challenges, and New Frontiers, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 40(2): 332-351, 2018.
21. Zhenan Sun, Hui Zhang, Tieniu Tan, Jianyu Wang, Iris Image Classification Based on Hierarchical Visual Codebook, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 36(6): 1120-1133, 2014.
22. Ran He, Wei-Shi Zheng, Tieniu Tan, Zhenan Sun, Half-Quadratic-Based Iterative Minimization for Robust Sparse Representation, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 36(2): 261-275, 2013.
23. Wenbo Dong, Zhenan Sun, Tieniu Tan, Iris Matching Based on Personalized Weight Map, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 33(9): 1744-1757, 2010.
24. Zhaofeng He, Tieniu Tan, Zhenan Sun, Xianchao Qiu, Toward Accurate and Fast Iris Segmentation for Iris Biometrics, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 31(9): 1670-1684, 2008.
25. Zhenan Sun, Tieniu Tan, Ordinal Measures for Iris Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 31(12): 2211-2226, 2008.

会议论文
1. Hongda Liu, Yunfan Liu, Min Ren, Hao Wang, Yunlong Wang, Zhenan Sun, Revealing Key Details to See Differences: A Novel Prototypical Perspective for Skeleton-based Action Recognition, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 29248-29257, 2025.
2. Yifan Wang, Jie Gui, Baosheng Yu, Qi Li, Zhenan Sun, Juho Kannala, Guoying Zhao, FingerVeinSyn-5M: A Million-Scale Dataset and Benchmark for Finger Vein Recognition, ACM Conference on Multimedia (MM), pp. 13038-13045, 2025.
3. Yizhi Hu, Zezhao Tian, Xingqun Qi, Chen Su, Bingkun Yang, Junhui Yin, Muyi Sun, Man Zhang, Zhenan Sun, ReMeREC: Relation-aware and Multi-entity Referring Expression Comprehension, ACM Conference on Multimedia (MM), pp. 4010-4019, 2025.
4. Haokun Lin, Haoli Bai, Zhili Liu, Lu Hou, Muyi Sun, Linqi Song, Ying Wei, Zhenan Sun, MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-wise Pruning Error Metric, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 27370-27380, 2024.
5. Haokun Lin, Haobo Xu, Yichen Wu, Jingzhi Cui, Yingtao Zhang, Linzhan Mou, Linqi Song, Zhenan Sun, Ying Wei, DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs, Neural Information Processing Systems (NeurIPS), pp. 87766-87800, 2024.
6. Junxing Hu, Hongwen Zhang, Zerui Chen, Mengcheng Li, Yunlong Wang, Yebin Liu, Zhenan Sun, Learning Explicit Contact for Implicit Reconstruction of Hand-Held Objects from Monocular Images, AAAI Conference on Artificial Intelligence (AAAI), pp. 2220-2228, 2024.
7. Yiwei Ru, Peipei Li, Muyi Sun, Yunlong Wang, Kunbo Zhang, Qi Li, Zhaofeng He, Zhenan Sun, Sensing Micro-Motion Human Patterns using Multimodal mmRadar and Video Signal for Affective and Psychological Intelligence, ACM Conference on Multimedia (MM), pp. 5935-5946, 2023.
8. Jianxin Sun, Qiyao Deng, Qi Li, Muyi Sun, Min Ren, Zhenan Sun, AnyFace: Free-Style Text-To-Face Synthesis and Manipulation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 18687-18696, 2022.
9. Boqiang Xu, Jian Liang, Lingxiao He, Zhenan Sun, Mimic Embedding via Adaptive Aggregation: Learning Generalizable Person Re-identification, European Conference on Computer Vision (ECCV), pp. 372-388, 2022.
10. Zhengquan Luo, Yunlong Wang, Zilei Wang, Zhenan Sun, Tieniu Tan, Disentangled Federated Learning for Tackling Attributes Skew via Invariant Aggregation and Diversity Transferring, International Conference on Machine Learning (ICML), pp. 14527-14541, 2022.
11. Jie Cao, Luanxuan Hou, Ming-Hsuan Yang, Ran He, Zhenan Sun, ReMix: Towards Image-to-Image Translation With Limited Data, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 15018-15027, 2021.
12. Yuhao Zhu, Qi Li, Jian Wang, Cheng-Zhong Xu, Zhenan Sun, One Shot Face Swapping on Megapixels, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 4834-4844, 2021.
13. Hongwen Zhang, Yating Tian, Xinchi Zhou, Wanli Ouyang, Yebin Liu, Limin Wang, Zhenan Sun, PyMAF: 3D Human Pose and Shape Regression With Pyramidal Mesh Alignment Feedback Loop, IEEE International Conference on Computer Vision (ICCV), pp. 11446-11456, 2021.
14. Jianxin Sun, Qi Li, Weining Wang, Jian Zhao, Zhenan Sun, Multi-caption Text-to-Face Synthesis: Dataset and Algorithm, ACM Conference on Multimedia (MM), pp. 2290-2298, 2021.
15. Wei Zhang, Lingxiao He, Peng Chen, Xingyu Liao, Wu Liu, Qi Li, Zhenan Sun, Boosting End-to-end Multi-Object Tracking and Person Search via Knowledge Distillation, ACM Conference on Multimedia (MM), pp. 1192-1201, 2021.
16. Jie Cao, Huaibo Huang, Yi Li, Ran He, Zhenan Sun, Informative Sample Mining Network for Multi-domain Image-to-Image Translation, European Conference on Computer Vision (ECCV), pp. 404-419, 2020.
17. Peipei Li, Huaibo Huang, Yibo Hu, Xiang Wu, Ran He, Zhenan Sun, Hierarchical Face Aging Through Disentangled Latent Characteristics, European Conference on Computer Vision (ECCV), pp. 86-101, 2020.
18. Qi Li, Yunfan Liu, Zhenan Sun, Age Progression and Regression with Spatial Attention Modules, AAAI Conference on Artificial Intelligence (AAAI), pp. 11378-11385, 2020.
19. Min Ren, Yunlong Wang, Zhenan Sun, Tieniu Tan, Dynamic Graph Representation for Occlusion Handling in Biometrics, AAAI Conference on Artificial Intelligence (AAAI), pp. 11940-11947, 2020.
20. Boqiang Xu, Lingxiao He, Xingyu Liao, Wu Liu, Zhenan Sun, Tao Mei, Black Re-ID: A Head-shoulder Descriptor for the Challenging Problem of Person Re-Identification, ACM Conference on Multimedia (MM), pp. 673-681, 2020.
21. Peipei Li, Yinglu Liu, Hailin Shi, Xiang Wu, Yibo Hu, Ran He, Zhenan Sun, Dual-Structure Disentangling Variational Generation for Data-Limited Face Parsing, ACM Conference on Multimedia (MM), pp. 556-564, 2020.
22. Qiyao Deng, Jie Cao, Yunfan Liu, Zhenhua Chai, Qi Li, Zhenan Sun, Reference-guided Face Component Editing, International Joint Conference on Artificial Intelligence (IJCAI), pp. 502–508, 2020.
23. Yunfan Liu, Qi Li, Zhenan Sun, Attribute-Aware Face Aging With Wavelet-Based Generative Adversarial Networks, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 11877-11886, 2019.
24. Jian Liang, Ran He, Zhenan Sun, Tieniu Tan, Distant Supervised Centroid Shift: A Simple and Efficient Approach to Visual Domain Adaptation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2975-2984, 2019.
25. Peipei Li, Xiang Wu, Yibo Hu, Ran He, Zhenan Sun, M2FPA: A Multi-Yaw Multi-Pitch High-Quality Dataset and Benchmark for Facial Pose Analysis, IEEE International Conference on Computer Vision (ICCV), pp. 10043-10051, 2019.
26. Lingxiao He, Yinggang Wang, Wu Liu, He Zhao, Zhenan Sun, Jiashi Feng, Foreground-Aware Pyramid Reconstruction for Alignment-Free Occluded Person Re-Identification, IEEE International Conference on Computer Vision (ICCV), pp. 8450-8459, 2019.
27. Xiang Wu, Huaibo Huang, Vishal M Patel, Ran He, Zhenan Sun, Disentangled Variational Representation for Heterogeneous Face Recognition, AAAI Conference on Artificial Intelligence (AAAI), pp. 9005-9012, 2019.
28. Hongwen Zhang, Jie Cao, Guo Lu, Wanli Ouyang, Zhenan Sun, DaNet: Decompose-and-aggregate Network for 3D Human Shape and Pose Estimation, ACM Conference on Multimedia (MM), pp. 935-944, 2019.
29. Yibo Hu, Xiang Wu, Bing Yu, Ran He, Zhenan Sun, Pose-Guided Photorealistic Face Rotation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 8398-8406, 2018.
30. Lingxiao He, Jian Liang, Haiqing Li, Zhenan Sun, Deep Spatial Feature Reconstruction for Partial Person Re-Identification: Alignment-Free Approach, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 7073-7082, 2018.
31. Lingxiao He, Haiqing Li, Qi Zhang, Zhenan Sun, Dynamic Feature Learning for Partial Face Recognition, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 7054-7063, 2018.
32. Yunlong Wang, Fei Liu, Zilei Wang, Guangqi Hou, Zhenan Sun, Tieniu Tan, End-to-end View Synthesis for Light Field Imaging with Pseudo 4DCNN, European Conference on Computer Vision (ECCV), pp. 333-348, 2018.
33. Jie Cao, Yibo Hu, Hongwen Zhang, Ran He, Zhenan Sun, Learning a High Fidelity Pose Invariant Model for High-resolution Face Frontalization, Neural Information Processing Systems (NeurIPS), pp. 1-11, 2018.
34. Huaibo Huang, Ran He, Zhenan Sun, Tieniu Tan, IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesis, Neural Information Processing Systems (NeurIPS), pp. 1-12, 2018.
35. Lingxiao Song, Zhihe Lu, Ran He, Zhenan Sun, Tieniu Tan, Geometry Guided Adversarial Facial Expression Synthesis, ACM Conference on Multimedia (MM), pp. 627-635, 2018.
36. Huaibo Huang, Ran He, Zhenan Sun, Tieniu Tan, Wavelet-SRNet: A Wavelet-Based CNN for Multi-Scale Face Super Resolution, IEEE International Conference on Computer Vision (ICCV), pp. 1689-1697, 2017.
37. Qi Li, Zhenan Sun, Ran He, Tieniu Tan, Deep Supervised Discrete Hashing, Neural Information Processing Systems (NeurIPS), pp. 1-10, 2017.
38. Ran He, Xiang Wu, Zhenan Sun, Tieniu Tan, Learning Invariant Deep Representation for NIR-VIS Face Recognition, AAAI Conference on Artificial Intelligence (AAAI), pp. 1-7, 2017.
39. Man Zhang, Ran He, Dong Cao, Zhenan Sun, Tieniu Tan, Simultaneous Feature and Sample Reduction for Image-Set Classification, AAAI Conference on Artificial Intelligence (AAAI), pp. 1-7, 2016.
40. Yingya Zhang, Zhenan Sun, Ran He, Tieniu Tan, Robust Subspace Clustering via Half-Quadratic Minimization, IEEE International Conference on Computer Vision (ICCV), pp. 3096-3103, 2013.
41. Cheng Zhong, Zhenan Sun, Tieniu Tan, Zhaofeng He, Robust 3D Face Recognition in Uncontrolled Environments, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1-8, 2008.
42. Zhaofeng He, Zhenan Sun, Tieniu Tan, Xianchao Qiu, Cheng Zhong, Wenbo Dong, Boosting Ordinal Features for Accurate and Fast Iris Recognition, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1-8, 2008.
43. Rufeng Chu, Shengcai Liao, Yufei Han, Zhenan Sun, Stan Z Li, Tieniu Tan, Fusion of Face and Palmprint for Personal Identification Based on Ordinal Features, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1-2, 2007.
44. Cheng Zhong, Zhenan Sun, Tieniu Tan, Robust 3D Face Recognition Using Learned Visual Codebook, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1-6, 2007.
45. Zhenan Sun, Tieniu Tan, Yunhong Wang, Stan Z Li, Ordinal Palmprint Represention for Personal Identification, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 279-284, 2005.

 
友情链接
 
中国科学院自动化研究所 模式识别实验室
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