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
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
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
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
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
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
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
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
（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
（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] 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[J]. 2024, 第 4 作者 通讯作者 null(null):
[2] 王财勇, 刘星雨, 房美玲, 赵光哲, 何召锋, 孙哲南. 虹膜呈现攻击检测综述. 自动化学报[J]. 2024, 第 6 作者50(2): 241-281, http://www.aas.net.cn:80/cn/article/doi/10.16383/j.aas.c230109.
[3] Zhiwei Li, Min Ren, Qi Li, Fangling Jiang, Zhenan Sun. Improving Transferability of Adversarial Samples via Critical Region-Oriented Feature-Level Attack. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2024, 第 5 作者 通讯作者 null(null):
[4] Wei, Jianze, Wang, Yunlong, Huang, Huaibo, He, Ran, Sun, Zhenan, Gao, Xingyu. Contextual Measures for Iris Recognition. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2023, 第 5 作者18: 57-70, http://dx.doi.org/10.1109/TIFS.2022.3221897.
[5] Jiang, Fangling, Li, Qi, Liu, Pengcheng, Zhou, XiangDong, Sun, Zhenan. Adversarial Learning Domain-Invariant Conditional Features for Robust Face Anti-spoofing. INTERNATIONAL JOURNAL OF COMPUTER VISION[J]. 2023, 第 5 作者131(7): 1680-1703,
[6] Liu, Yunfan, Li, Qi, Deng, Qiyao, Sun, Zhenan. Towards Spatially Disentangled Manipulation of Face Images With Pre-Trained StyleGANs. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2023, 第 4 作者33(4): 1725-1739, http://dx.doi.org/10.1109/TCSVT.2022.3213662.
[7] 刘云帆, 李琦, 孙哲南, 谭铁牛. 基于生成对抗网络的人脸年龄编辑方法综述. 数据与计算发展前沿[J]. 2023, 第 3 作者5(2): 2-23, http://www.jfdc.cnic.cn/CN/10.11871/jfdc.issn.2096-742X.2023.02.001.
[8] Muhammad, Jawad, Wang, Caiyong, Wang, Yunlong, Zhang, Kunbo, Sun, Zhenan. IrisGuideNet: Guided Localization and Segmentation Network for Unconstrained Iris Biometrics. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2023, 第 5 作者 通讯作者 18: 2723-2736, http://dx.doi.org/10.1109/TIFS.2023.3268504.
[9] Zhu, Yuhao, Ren, Min, Jing, Hui, Dai, Linlin, Sun, Zhenan, Li, Ping. Joint Holistic and Masked Face Recognition. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2023, 第 5 作者18: 3388-3400, http://dx.doi.org/10.1109/TIFS.2023.3280717.
[10] Zou, Wenxuan, Qi, Xingqun, Zhou, Wanting, Sun, Muyi, Sun, Zhenan, Shan, Caifeng. Graph Flow: Cross-Layer Graph Flow Distillation for Dual Efficient Medical Image Segmentation. IEEE TRANSACTIONS ON MEDICAL IMAGING[J]. 2023, 第 5 作者42(4): 1159-1171, http://dx.doi.org/10.1109/TMI.2022.3224459.
[11] 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[J]. 2023, 第 5 作者 通讯作者 45(12): 15120-15136,
[12] Cui, Mengmeng, Wang, Wei, Zhang, Kunbo, Sun, Zhenan, Wang, Liang. Pose-Appearance Relational Modeling for Video Action Recognition. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2023, 第 4 作者32: 295-308, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000902111900021&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=3a85505900f77cc629623c3f2907beab.
[13] 宋昕洋, 阎志远, 孙沐毅, 戴琳琳, 李琦, 孙哲南. 说话人生成研究现状与发展趋势. 计算机科学[J]. 2023, 第 6 作者50(8): 68-78, http://lib.cqvip.com/Qikan/Article/Detail?id=7110154824.
[14] Liu, Yunfan, Li, Qi, Deng, Qiyao, Sun, Zhenan, Yang, MingHsuan. GAN-based Facial Attribute Manipulation. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2023, 第 4 作者45(12): 14590-14610,
[15] Gui, Jie, Sun, Zhenan, Wen, Yonggang, Tao, Dacheng, Ye, Jieping. A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. 2023, 第 2 作者35(4): 3313-3332, http://dx.doi.org/10.1109/TKDE.2021.3130191.
[16] Deng, Qiyao, Li, Qi, Cao, Jie, Liu, Yunfan, Sun, Zhenan. Semantic-Aware Noise Driven Portrait Synthesis and Manipulation. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2023, 第 11 作者25: 2799-2811, http://dx.doi.org/10.1109/TMM.2022.3151507.
[17] Yu Tian, Yalin Huang, Kunbo Zhang, Yue Liu, Zhenan Sun. Polarized Image Translation From Nonpolarized Cameras for Multimodal Face Anti-Spoofing. IEEE Transactions on Information Forensics and Security[J]. 2023, 第 5 作者18: 5651-5664,
[18] 王云龙, 张堃博, 薛文芳, 孙哲南. GB/T 41989-2022��������������� ������������������ ���������������������������������. 中国安全防范技术与应用. 2023, 第 4 作者33-35, http://lib.cqvip.com/Qikan/Article/Detail?id=7109616643.
[19] Wei, Jianze, Wang, Yunlong, Huang, Huaibo, He, Ran, Sun, Zhenan, Gao, Xingyu. Contextual Measures for Iris Recognition. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2023, 第 5 作者18: 57-70, http://dx.doi.org/10.1109/TIFS.2022.3221897.
[20] 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[J]. 2023, 第 6 作者45(10): 12287-12303,
[21] Shubo Zhou, Liang Hu, Yunlong Wang, Zhenan Sun, Kunbo Zhang, Xue-Qin Jiang. AIF-LFNet: All-in-Focus Light Field Super-Resolution Method Considering the Depth-Varying Defocus. IEEE Transactions on Circuits and Systems for Video Technology[J]. 2023, 第 11 作者33(8): 3976-3988,
[22] Liu, Yunfan, Li, Qi, Deng, Qiyao, Sun, Zhenan. Towards Spatially Disentangled Manipulation of Face Images With Pre-Trained StyleGANs. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2023, 第 4 作者33(4): 1725-1739, http://dx.doi.org/10.1109/TCSVT.2022.3213662.
[23] Jiang, Fangling, Li, Qi, Liu, Pengcheng, Zhou, XiangDong, Sun, Zhenan. Adversarial Learning Domain-Invariant Conditional Features for Robust Face Anti-spoofing. INTERNATIONAL JOURNAL OF COMPUTER VISION[J]. 2023, 第 5 作者131(7): 1680-1703,
[24] Muhammad, Jawad, Wang, Caiyong, Wang, Yunlong, Zhang, Kunbo, Sun, Zhenan. IrisGuideNet: Guided Localization and Segmentation Network for Unconstrained Iris Biometrics. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2023, 第 11 作者18: 2723-2736, http://dx.doi.org/10.1109/TIFS.2023.3268504.
[25] Zhu, Yuhao, Ren, Min, Jing, Hui, Dai, Linlin, Sun, Zhenan, Li, Ping. Joint Holistic and Masked Face Recognition. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2023, 第 5 作者18: 3388-3400, http://dx.doi.org/10.1109/TIFS.2023.3280717.
[26] 刘云帆, 李琦, 孙哲南, 谭铁牛. ���������������������������������������������������������. 数据与计算发展前沿[J]. 2023, 第 3 作者5(2): 2-23, http://lib.cqvip.com/Qikan/Article/Detail?id=7109434373.
[27] Zou, Wenxuan, Qi, Xingqun, Zhou, Wanting, Sun, Muyi, Sun, Zhenan, Shan, Caifeng. Graph Flow: Cross-Layer Graph Flow Distillation for Dual Efficient Medical Image Segmentation. IEEE TRANSACTIONS ON MEDICAL IMAGING[J]. 2023, 第 5 作者42(4): 1159-1171, http://dx.doi.org/10.1109/TMI.2022.3224459.
[28] Cui, Mengmeng, Wang, Wei, Zhang, Kunbo, Sun, Zhenan, Wang, Liang. Pose-Appearance Relational Modeling for Video Action Recognition. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2023, 第 4 作者32: 295-308,
[29] 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[J]. 2023, 第 11 作者45(12): 15120-15136,
[30] Liu, Yunfan, Li, Qi, Deng, Qiyao, Sun, Zhenan, Yang, MingHsuan. GAN-based Facial Attribute Manipulation. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2023, 第 4 作者45(12): 14590-14610,
[31] Gui, Jie, Sun, Zhenan, Wen, Yonggang, Tao, Dacheng, Ye, Jieping. A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. 2023, 第 2 作者35(4): 3313-3332, http://dx.doi.org/10.1109/TKDE.2021.3130191.
[32] Deng, Qiyao, Li, Qi, Cao, Jie, Liu, Yunfan, Sun, Zhenan. Semantic-Aware Noise Driven Portrait Synthesis and Manipulation. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2023, 第 5 作者 通讯作者 25: 2799-2811, http://dx.doi.org/10.1109/TMM.2022.3151507.
[33] Yu Tian, Yalin Huang, Kunbo Zhang, Yue Liu, Zhenan Sun. Polarized Image Translation From Nonpolarized Cameras for Multimodal Face Anti-Spoofing. IEEE Transactions on Information Forensics and Security[J]. 2023, 第 5 作者18: 5651-5664,
[34] 王云龙, 张堃博, 薛文芳, 孙哲南. GB/T 41989-2022《公共安全 虹膜识别应用 算法评测方法》标准释义. 中国安全防范技术与应用. 2023, 第 4 作者33-35, http://lib.cqvip.com/Qikan/Article/Detail?id=7109616643.
[35] 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[J]. 2023, 第 6 作者45(10): 12287-12303,
[36] Shubo Zhou, Liang Hu, Yunlong Wang, Zhenan Sun, Kunbo Zhang, Xue-Qin Jiang. AIF-LFNet: All-in-Focus Light Field Super-Resolution Method Considering the Depth-Varying Defocus. IEEE Transactions on Circuits and Systems for Video Technology[J]. 2023, 第 4 作者 通讯作者 33(8): 3976-3988,
[37] 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, 第 5 作者17: 865-879,
[38] 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, 第 5 作者 通讯作者 17: 1513-1527,
[39] 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, 第 5 作者 通讯作者 44(5): 2610-2627, http://arxiv.org/abs/1912.13344.
[40] Liu, Zhiwei, Guo, Jialong, Chen, Ziyi, Wang, Zongguo, Sun, Zhenan, Li, Xianwei, Wang, Yangang. Swarm intelligence for new materials. COMPUTATIONAL MATERIALS SCIENCE[J]. 2022, 第 5 作者214: http://dx.doi.org/10.1016/j.commatsci.2022.111699.
[41] 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, 第 5 作者17: 865-879,
[42] 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, 第 11 作者17: 1513-1527,
[43] 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, 第 11 作者44(5): 2610-2627, http://arxiv.org/abs/1912.13344.
[44] Liu, Zhiwei, Guo, Jialong, Chen, Ziyi, Wang, Zongguo, Sun, Zhenan, Li, Xianwei, Wang, Yangang. Swarm intelligence for new materials. COMPUTATIONAL MATERIALS SCIENCE[J]. 2022, 第 5 作者214: http://dx.doi.org/10.1016/j.commatsci.2022.111699.
[45] 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, 第 5 作者 通讯作者 16: 3634-3646, http://dx.doi.org/10.1109/TIFS.2021.3080496.
[46] Wang, Yunbo, Ou, Xianfeng, Liang, Jian, Sun, Zhenan. Deep Semantic Reconstruction Hashing for Similarity Retrieval. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY (TCSVT)[J]. 2021, 第 4 作者 通讯作者 31(1): 387-400, http://dx.doi.org/10.1109/TCSVT.2020.2974768.
[47] Liu, Yunfan, Li, Qi, Sun, Zhenan, Tan, Tieniu. A(3)GAN: An Attribute-Aware Attentive Generative Adversarial Network for Face Aging. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2021, 第 3 作者 通讯作者 16: 2776-2790, http://dx.doi.org/10.1109/TIFS.2021.3065499.
[48] 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, 第 5 作者 通讯作者 16: 1410-1423, http://dx.doi.org/10.1109/TIFS.2020.3033184.
[49] 孙哲南, 赫然, 王亮, 阚美娜, 冯建江, 郑方, 郑伟诗, 左旺孟, 康文雄, 邓伟洪, 张杰, 韩琥, 山世光, 王云龙, 茹一伟, 朱宇豪, 刘云帆, 何勇. 生物特征识别学科发展报告. 中国图象图形学报[J]. 2021, 第 1 作者26(6): 1254-1329, http://lib.cqvip.com/Qikan/Article/Detail?id=7105046440.
[50] 徐金才, 任民, 李琦, 孙哲南. 图像对抗样本的安全性研究概述. 信息安全研究[J]. 2021, 第 4 作者7(4): 294-309, http://lib.cqvip.com/Qikan/Article/Detail?id=7104274192.
[51] 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, 第 11 作者16: 3634-3646, http://dx.doi.org/10.1109/TIFS.2021.3080496.
[52] Liu, Yunfan, Li, Qi, Sun, Zhenan, Tan, Tieniu. A(3)GAN: An Attribute-Aware Attentive Generative Adversarial Network for Face Aging. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2021, 第 11 作者16: 2776-2790, http://dx.doi.org/10.1109/TIFS.2021.3065499.
[53] Wang, Yunbo, Ou, Xianfeng, Liang, Jian, Sun, Zhenan. Deep Semantic Reconstruction Hashing for Similarity Retrieval. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY (TCSVT)[J]. 2021, 第 11 作者31(1): 387-400, http://dx.doi.org/10.1109/TCSVT.2020.2974768.
[54] 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, 第 11 作者16: 1410-1423, http://dx.doi.org/10.1109/TIFS.2020.3033184.
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[56] 徐金才, 任民, 李琦, 孙哲南. ������������������������������������������. 信息安全研究[J]. 2021, 第 4 作者7(4): 294-309, http://lib.cqvip.com/Qikan/Article/Detail?id=7104274192.
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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
（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
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