基本信息
孙哲南 男 博导 自动化研究所
电子邮件:znsun@nlpr.ia.ac.cn
通信地址:北京市海淀区中关村东路95号
邮政编码:100190

研究领域

生物特征识别、模式识别、计算机视觉

招生信息

   
招生专业
081203-计算机应用技术
081104-模式识别与智能系统
招生方向
生物特征识别;模式识别;计算机视觉;图像处理

教育背景

2002-09--2006-03 中国科学院自动化研究所 博士
1999-09--2002-07 华中科技大学 硕士
1995-09--1999-07 大连理工大学 学士
学历
博士研究生,中国科学院自动化研究所 
硕士研究生,华中科技大学
本科,大连理工大学
学位
博士,中国科学院自动化研究所
硕士,华中科技大学
学士,大连理工大学

工作经历

   
工作简历
2013-10--今 中国科学院自动化研究所,模式识别国家重点实验室 研究员,博士生导师
2008-10--2013-10 中国科学院自动化研究所,模式识别国家重点实验室 副研究员,硕士生导师
2006-03--2008-10 中国科学院自动化研究所,模式识别国家重点实验室 助理研究员
社会兼职
2012-05--2014-05 IEEE Transactions on Information Forensics and Security副主编
2012-01--2014-12 The IEEE Biometrics Compendium副主编
2009-09--2014-09 国际模式识别协会生物识别技术委员会,秘书长

专利与奖励

   
奖励信息
(1) 中国科学院卢嘉锡青年人才奖,部委级,2011
(2) Noisy Iris Challenge Evaluation-Part II算法竞赛第一名,其他级,2010
(3) 第十一届中国专利奖优秀奖,部委级,2009
(4) Noisy Iris Challenge Evaluation-Part I算法竞赛第一名,其他级,2008
(5) 虹膜图像获取与识别技术,二等奖,国家级,2005
专利成果
(1) 基于虹膜斑块形状的身份识别方法,发明,2004,第3作者,专利号:200410034872.6
(2) 基于多个定焦摄像头的大景深虹膜图像获取系统及方法,发明,2006,第2作者,专利号:200610113410.2
(3) 基于块状纹理采样的虹膜图像数据库合成方法,发明,2008,第2作者,专利号:200810222770.5
(4) 基于人体生理图像中排序测度特征的自动身份识别方法,发明,2006,第2作者,专利号:200610058774.5
(5) 多光谱图像采集装置和方法,发明,2008,第2作者,专利号:200810056724.2
(6) 远距离虹膜识别系统及方法,发明,2008,第2作者,专利号:200810057184.X
(7) 基于层次结构的人脸和虹膜图像融合识别方法,发明,2010,第2作者,专利号:201010240021.2

出版信息

   
发表论文
[1] Jianze Wei, Huaibo Huang, Yunlong Wang, Ran He, Zhenan Sun. Towards More Discriminative and Robust Iris Recognition by Learning Uncertain Factors. IEEE Transactions on Information Forensics and Security[J]. 2022, 17: 865-879, [2] Sun, Muyi, Wang, Jian, Liu, Yunfan, Li, Qi, Sun, Zhenan. A Unified Framework for Biphasic Facial Age Translation with Noisy-Semantic Guided Generative Adversarial Networks. IEEE Transactions on Information Forensics and Security[J]. 2022, 17: 1513-1527, [3] Zhang, Hongwen, Cao, Jie, Lu, Guo, Ouyang, Wanli, Sun, Zhenan. Learning 3D Human Shape and Pose from Dense Body Parts. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2022, 44(5): 2610-2627, http://arxiv.org/abs/1912.13344.
[4] Muhammad, Jawad, Wang, Yunlong, Wang, Caiyong, Zhang, Kunbo, Sun, Zhenan. CASIA-Face-Africa: A Large-Scale African Face Image Database. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2021, 16: 3634-3646, http://dx.doi.org/10.1109/TIFS.2021.3080496.
[5] Wang, Yunbo, Ou, Xianfeng, Liang, Jian, Sun, Zhenan. Deep Semantic Reconstruction Hashing for Similarity Retrieval. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2021, 31(1): 387-400, http://dx.doi.org/10.1109/TCSVT.2020.2974768.
[6] Deng, Qiyao, Li, Qi, Cao, Jie, Liu, Yunfan, Sun, Zhenan. Controllable Multi-Attribute Editing of High-Resolution Face Images. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2021, 16: 1410-1423, https://www.webofscience.com/wos/woscc/full-record/WOS:000597145200006.
[7] Wang, Caiyong, Muhammad, Jawad, Wang, Yunlong, He, Zhaofeng, Sun, Zhenan. Towards Complete and Accurate Iris Segmentation Using Deep Multi-Task Attention Network for Non-Cooperative Iris Recognition. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2020, 15: 2944-2959, https://www.webofscience.com/wos/woscc/full-record/WOS:000524505300006.
[8] Liu, Fei, Zhou, Shubo, Wang, Yunlong, Hou, Guangqi, Sun, Zhenan, Tan, Tieniu. Binocular Light-Field: Imaging Theory and Occlusion-Robust Depth Perception Application. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2020, 29: 1628-1640, https://www.webofscience.com/wos/woscc/full-record/WOS:000497431400018.
[9] Li, Qi, Sun, Zhenan, He, Ran, Tan, Tieniu. A General Framework for Deep Supervised Discrete Hashing. INTERNATIONAL JOURNAL OF COMPUTER VISION[J]. 2020, 128(8-9): 2204-2222, https://www.webofscience.com/wos/woscc/full-record/WOS:000558380300001.
[10] He, Ran, Wu, Xiang, Sun, Zhenan, Tan, Tieniu. Wasserstein CNN: Learning Invariant Features for NIR-VIS Face Recognition. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2019, 41(7): 1761-1773, https://www.webofscience.com/wos/woscc/full-record/WOS:000470972300018.
[11] He, Lingxiao, Li, Haiqing, Zhang, Qi, Sun, Zhenan. Dynamic Feature Matching for Partial Face Recognition. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2019, 28(2): 791-802, http://ir.ia.ac.cn/handle/173211/23696.
[12] Liang, Jian, He, Ran, Sun, Zhenan, Tan, Tieniu. Aggregating Randomized Clustering-Promoting Invariant Projections for Domain Adaptation. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2019, 41(5): 1027-1042, http://dx.doi.org/10.1109/TPAMI.2018.2832198.
[13] Li, Peipei, Hu, Yibo, He, Ran, Sun, Zhenan. Global and Local Consistent Wavelet-Domain Age Synthesis. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2019, 14(11): 2943-2957, https://www.webofscience.com/wos/woscc/full-record/WOS:000474549100001.
[14] Cao, Jie, Hu, Yibo, Yu, Bing, He, Ran, Sun, Zhenan. 3D Aided Duet GANs for Multi-View Face Image Synthesis. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2019, 14(8): 2028-2042, http://ir.ia.ac.cn/handle/173211/24595.
[15] Huang, Huaibo, He, Ran, Sun, Zhenan, Tan, Tieniu. Wavelet Domain Generative Adversarial Network for Multi-scale Face Hallucination. INTERNATIONAL JOURNAL OF COMPUTER VISION[J]. 2019, 127(6-7): 763-784, http://dx.doi.org/10.1007/s11263-019-01154-8.
[16] Wang, Yunbo, Liang, Jian, Cao, Dong, Sun, Zhenan. Local Semantic-Aware Deep Hashing With Hamming-Isometric Quantization. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2019, 28(6): 2665-2679, http://ir.ia.ac.cn/handle/173211/23480.
[17] Liu Yunfan, Li Qi, Sun Zhenan, Tan Tieniu. A3GAN: An Attribute-aware Attentive Generative Adversarial Network for Face Aging. 2019, http://arxiv.org/abs/1911.06531.
[18] He, Ran, Tan, Tieniu, Davis, Larry, Sun, Zhenan. Learning structured ordinal measures for video based face recognition. PATTERN RECOGNITION[J]. 2018, 75: 4-14, http://dx.doi.org/10.1016/j.patcog.2017.02.005.
[19] Wang, Yunlong, Liu, Fei, Zhang, Kunbo, Hou, Guangqi, Sun, Zhenan, Tan, Tieniu. LFNet: A Novel Bidirectional Recurrent Convolutional Neural Network for Light-Field Image Super-Resolution. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2018, 27(9): 4274-4286, http://dx.doi.org/10.1109/TIP.2018.2834819.
[20] Tieniu Tan, Xiang Wu, 赫然, Zhenan Sun. A Light CNN for Deep Face Representation with Noisy Labels. IEEE Transactions on Information Forensics & Security[J]. 2018, NA-, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000433909100013&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=3a85505900f77cc629623c3f2907beab.
[21] Zhang, Shu, He, Ran, Sun, Zhenan, Tan, Tieniu. DeMeshNet: Blind Face Inpainting for Deep MeshFace Verification. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2018, 13(3): 637-647, http://dx.doi.org/10.1109/TIFS.2017.2763119.
[22] Gui, Jie, Liu, Tongliang, Sun, Zhenan, Tao, Dacheng, Tan, Tieniu. Supervised Discrete Hashing With Relaxation. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS[J]. 2018, 29(3): 608-617, https://www.webofscience.com/wos/woscc/full-record/WOS:000426344600009.
[23] Sun, Yunlian, Zhang, Man, Sun, Zhenan, Tan, Tieniu. Demographic Analysis from Biometric Data: Achievements, Challenges, and New Frontiers. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2018, 40(2): 332-351, https://www.webofscience.com/wos/woscc/full-record/WOS:000422706000006.
[24] Zhang, Qi, Li, Haiqing, Sun, Zhenan, Tan, Tieniu. Deep Feature Fusion for Iris and Periocular Biometrics on Mobile Devices. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2018, 13(11): 2897-2912, [25] Liu, Nianfeng, Liu, Jing, Sun, Zhenan, Tan, Tieniu. A Code-Level Approach to Heterogeneous Iris Recognition. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2017, 12(10): 2373-2386, [26] Liu, Fei, Hou, Guangqi, Sun, Zhenan, Tan, Tieniu. High quality depth map estimation of object surface from light-field images. NEUROCOMPUTING[J]. 2017, 252(252): 3-16, http://dx.doi.org/10.1016/j.neucom.2016.09.136.
[27] Zhang, Chenghao, Zheng, WeiShi. Semi-Supervised Multi-View Discrete Hashing for Fast Image Search. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2017, 26(6): 2604-2617, [28] Miao, Di, Zhang, Man, Sun, Zhenan, Tan, Tieniu, He, Zhaofeng. Bin-based classifier fusion of iris and face biometrics. NEUROCOMPUTING[J]. 2017, 224(224): 105-118, http://dx.doi.org/10.1016/j.neucom.2016.10.048.
[29] Gui, Jie, Sun, Zhenan, Ji, Shuiwang, Tao, Dacheng, Tan, Tieniu. Feature Selection Based on Structured Sparsity: A Comprehensive Study. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS[J]. 2017, 28(7): 1490-1507, http://ir.hfcas.ac.cn:8080/handle/334002/31991.
[30] Gui, Jie, Liu, Tongliang, Tao, Dacheng, Sun, Zhenan, Tan, Tieniu. Representative Vector Machines: A Unified Framework for Classical Classifiers. IEEE TRANSACTIONS ON CYBERNETICS[J]. 2016, 46(8): 1877-1888, http://www.chinair.org.cn/handle/1471x/1638076.
[31] Sun, Yunlian, Nasrollahi, Kamal, Sun, Zhenan, Tan, Tieniu. Complementary Cohort Strategy for Multimodal Face Pair Matching. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2016, 11(5): 937-950, https://www.webofscience.com/wos/woscc/full-record/WOS:000372355200005.
[32] Shu Zhang, Jian Liang, Ran He, Zhenan Sun. Code Consistent Hashing based on Information-theoretic Criterion. IEEE Transactions on Big Data (TBD)[J]. 2015, 1(3): 84-94, http://ir.ia.ac.cn/handle/173211/19703.
[33] He, Ran, Zhang, Yingya, Sun, Zhenan, Yin, Qiyue. Robust Subspace Clustering With Complex Noise. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2015, 24(11): 4001-4013, http://ir.ia.ac.cn/handle/173211/8897.
[34] Chai, Zhenhua, Sun, Zhenan, MendezVazquez, Heydi, He, Ran, Tan, Tieniu. Gabor Ordinal Measures for Face Recognition. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2014, 9(1): 14-26, https://www.webofscience.com/wos/woscc/full-record/WOS:000332456600002.
[35] Gui, Jie, Sun, Zhenan, Cheng, Jun, Ji, Shuiwang, Wu, Xindong. How to Estimate the Regularization Parameter for Spectral Regression Discriminant Analysis and its Kernel Version?. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2014, 24(2): 211-223, https://www.webofscience.com/wos/woscc/full-record/WOS:000331379600004.
[36] Sun, Zhenan, Zhang, Hui, Tan, Tieniu, Wang, Jianyu. Iris Image Classification Based on Hierarchical Visual Codebook. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2014, 36(6): 1120-1133, https://www.webofscience.com/wos/woscc/full-record/WOS:000337124200006.
[37] Sun, Zhenan, Wang, Libin, Tan, Tieniu. Ordinal Feature Selection for Iris and Palmprint Recognition. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2014, 23(9): 3922-3934, https://www.webofscience.com/wos/woscc/full-record/WOS:000348366100014.
[38] Gui, Jie, Sun, Zhenan, Jia, Wei, Hu, Rongxiang, Lei, Yingke, Ji, Shuiwang. Discriminant sparse neighborhood preserving embedding for face recognition. PATTERN RECOGNITION[J]. 2012, 45(8): 2884-2893, http://dx.doi.org/10.1016/j.patcog.2012.02.005.
[39] Zhang, M, Sun, Z, Tan, T. Perturbation-enhanced feature correlation filter for robust iris recognition. IET BIOMETRICS[J]. 2012, 1(1): 37-45, https://www.webofscience.com/wos/woscc/full-record/WOS:000209166800005.
[40] Dong, Wenbo, Sun, Zhenan, Tan, Tieniu. Iris Matching Based on Personalized Weight Map. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2011, 33(9): 1744-1757, http://www.irgrid.ac.cn/handle/1471x/974854.
[41] Sun, Zhenan, Tan, Tieniu. Ordinal Measures for Iris Recognition. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2009, 31(12): 2211-2226, http://www.irgrid.ac.cn/handle/1471x/974855.
[42] Sun Zhenan. Towards Accurate and Fast Iris Segmentation for Iris Biometrics. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2009, [43] Sun, ZN, Wang, YH, Tan, TN, Cui, JL. Improving iris recognition accuracy via cascaded classifiers. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWSnull. 2005, 35(3): 435-441, http://ir.ia.ac.cn/handle/173211/9112.
发表著作
(1) 生物特征识别,Biometric Recognition,Springer,2011-07,第1作者

科研活动

   
科研项目
(1) 多源异质虹膜图像识别方法研究,主持,国家级,2013-01--2016-12
(2) 面向公共安全的社会感知数据处理,参与,国家级,2012-01--2016-12
(3) 基于多模态生物特征检验的个体识别关键技术,参与,国家级,2012-01--2014-12
(4) 视觉感知和语义计算,参与,部委级,2012-01--2016-12
(5) 层次化虹膜图像分类方法,主持,国家级,2011-01--2013-12

合作情况

   
项目协作单位
北京中科虹霸科技有限公司

指导学生

现指导学生

张迎亚  硕士研究生  085211-计算机技术  

李琦  硕士研究生  081104-模式识别与智能系统  

张树  硕士研究生  081203-计算机应用技术