基本信息
雷震 男 自动化研究所
电子邮件:zlei@nlpr.ia.ac.cn
通信地址:北京市海淀区中关村东路95号智能化大厦1402
邮政编码:100190

研究领域

计算机视觉,模式识别,人脸识别,智能视频分析

招生信息

   
招生专业
081104-模式识别与智能系统
081203-计算机应用技术
招生方向
模式识别,计算机视觉,生物特征识别,人脸识别,智能视频分析

教育背景

2005-09--2010-06   中国科学院自动化研究所   工学博士
2001-09--2005-06   中国科学技术大学   工学学士
学历
研究生
学位
工学博士

工作经历

2011--今,中国科学院自动化研究所,助理研究员、副研究员
2010--2011, IBM中国研究院 研究员
社会兼职
2012-03--2018-03 全国安防标委会人体生物特征识别应用技术委员会,通讯委员

教授课程

   

专利与奖励

   
奖励信息
(1) ICB2015最佳学生论文奖, 一等奖, 其他, 2015
(2) IJCB2014最佳学生论文奖, 一等奖, 其他, 2014
(3) ICCV2013 300-w人脸关键点定位竞赛第一名, 一等奖, 其他, 2013
(4) FG2013最佳学生论文奖提名, 二等奖, 其他, 2013
专利成果
( 1 )  双验证人脸防伪方法及装置, 发明, 2012, 第 3 作者, 专利号: 201210059454.7
( 2 ) 增强类局部二元模式特征人脸识别性能的滤波器设计方法, 发明, 2012, 第 2 作者, 专利号: 201210182809.1
( 3 ) 基于动态图匹配的目标跟踪方法, 发明, 2015, 第 2 作者, 专利号: 201210413974.3
( 4 ) 一种基于结构化模型的人脸检测方法, 发明, 2015, 第 2 作者, 专利号: 201310014629.7
( 5 ) 基于在线识别的特定人脸跟踪方法, 发明, 2015, 第 2 作者, 专利号: 201310014870.X
( 6 ) 在线视频浓缩装置、系统及方法, 发明, 2015, 第 3 作者, 专利号: 201080065438.8
( 7 ) 基于时空结构上下文关系在线学习的目标跟踪方法, 发明, 2016, 第 3 作者, 专利号: 201210359621.X
( 8 ) 一种基于多任务模型的多分辨率行人检测方法及其装置, 发明, 2016, 第 3 作者, 专利号: 201310196658.X
( 9 ) 一种人脸活体检测方法, 发明, 2017, 第 2 作者, 专利号: 201410122631.0

出版信息

1. Longyin Wen, Zhen Lei, Ming-Ching Chang, Honggang Qi, Siwei Lyu. “Multi-Camera Multi-Target Tracking with Space-Time-View Hyper-graph”. International Journal of Computer Vision (IJCV), 2016. (Accepted) 

2. Zhen Lei, Dong Yi, Stan Z. Li. “Learning Stacked Image Descriptor for Face Recognition”. IEEE Transaction on Circuits and Systems for Video Technology, 26(9): 1685-1696, 2016. 

3. Longyin Wen, Zhen Lei, Siwei Lyu, Stan Z. Li, Ming-Hsuan Yang. “Exploiting Hierarchical Dense Structures on Hypergraphs for Multi-Object Tracking”, IEEE Transaction on Pattern Analysis and Machine Intelligence, 38(10):1983-1996, 2016. 

4. Jianwei Yang, Zhen Lei, Dong Yi, Stan Z. Li. “Person-Specific Face Anti-Spoofing with Subject Domain Adaptation”. IEEE Transactions on Information Forensics and Security, 10(4): 797-809, April, 2015.

5. Xinjie Wei, Chang-Tsun Li, Zhen Lei, Dong Yi, Stan Z. Li. “Dynamic Image-to-Class Warping for Occluded Face Recognition”.  IEEE Transactions on Information Forensics and Security, Special issue on Facial Biometrics in the wild, 9(12): 2035-2050, December, 2014.[pdf]

6. Hong Han, Jianfei Zhu, Shengcai Liao, Zhen Lei, Stan Z. Li. “Moving Object Detection Revisited: Speed and Robustness”. IEEE Transaction on Circuits and Systems for Video Technology, 25(6): 910-921, June, 2015. [pdf]

7. Jianqing Zhu, Shikun Feng, Dong Yi, Shengcai Liao, Zhen Lei, Stan Z. Li. “High Performance Video Condensation System”. IEEE Transaction on Circuits and Systems for Video Technology, 25(7): 1113-1124, July, 2015. 

8. Zhaowei Cai, Longyin Wen, Zhen Lei, Nuno Vasconcelos, Stan Z. Li. “Robust Deformable and Occluded Object Tracking With Dynamic Graph”. IEEE Transaction on Image Processing, 23(12): 5497-5509, December, 2014. 

9. Junjie Yan, Xucong Zhang, Zhen Lei, Stan Z. Li. “Face Detection by Structural Models”, Image and Vision Computing,32(10): 790-799, 2014. 

10. Longyin Wen, Zhaowei Cai, Zhen Lei, Dong Yi, Stan Z. Li. “Robust Online Learned Spatio-Temporal Context Model for Visual Tracking”, IEEE Transaction on Image Processing, 23(2): 785-796, February, 2014. 

11. Zhen Lei, Matti Pietikainen, Stan Z. Li. “Learning Discriminant Face Descriptor”, IEEE Transaction on Pattern Analysis and Machine Intelligence, 36(2):289-302, Feb. 2014. 

12. Xiangsheng Huang, Zhen Lei, Mingyu Fan, Xiao Wang, Stan Z. Li. “Regularized Discriminative Spectral Regression Method for Heterogeneous Face Matching”, IEEE Transaction on Image Processing, 22(1), 353-362, 2013.

13. Zhen Lei, Shengcai Liao, Anil K. Jain, and Stan Z. Li, "Coupled Discriminant Analysis for Heterogeneous Face Recognition", IEEE Transactions on Information Forensics and Security, 7(6): 1707-1716, December, 2012.

14. Zhen Lei, Stan Z. Li. “Fast Multi-scale Local Phase Quantization Histogram for Face Recognition”, Pattern Recognition Letters, 33 (13): 1761-1767, 2012. 

15. Zhen Lei, Zhiwei Zhang, Stan. Z. Li. “Feature Space Locality Constraint for Kernel based Nonlinear Discriminant Analysis”, Pattern Recognition, 45 (7): 2733-2742, 2012. 

16. Zhiwei Zhang, Dong Yi, Zhen Lei, Stan Z. Li. " Regularized Transfer Boosting for Face Detection Across Spectrum", In IEEE Signal Processing Letters, 19 (3): 131-134, March, 2012.

17. Zhen Lei, Stan Z. Li. “Contextual Constraints based Linear Discriminant Analysis”, Pattern Recognition Letters, 32 (4): 626-632, 2011. 

18. Zhen Lei, Shengcai Liao, Matti Pietikainen, Stan Z. Li. “Face Recognition by Exploring Information Jointly in Space, Scale and Orientation”, IEEE Transaction on Image Processing, 20 (1): 247-256, January, 2011. 


科研活动

Keynote Speaker, “Multispectral Methods for Biometric Anti-spoofing” on 2011 FP7 RISE Beijing Conference.
Area Chair, IAPR/IEEE International Conference on Biometric (ICB 2015)
Area Chair, 11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015)
Area Chair, International Joint Conference on Biometrics (IJCB 2014)
Publicity Co-Chair, 10th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS-2013)
Program Committee, 10th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2013)
Program Committee, 1st ACCV Workshop on Computer Vision with Local Binary Pattern Variants (LBP 2012)
Program Committee, International Conference on Informatics, Electronics & Vision (ICIEV12)
Review for IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), from 2014
Review for International Journal of Computer Vision (IJCV), from 2014
Review for Computer Vision and Image Understanding (CVIU), from 2014
Review for Image and Vision Computing, from 2013
Review for Information Sciences, from 2013
Review for IEEE Transactions on Multimedia (TMM), from 2013
Review for IEEE Transactions on Circuits and Systems for Video Technology(TCSVT), from 2013
Review for IEEE Signal Processing Letters, from 2012.
Review for Pattern Recognition Letters, from 2012
Review for The Visual Computer, from 2012
Review for IEEE Transactions on Systems, Man, and Cybernetics--Part C (TSMC-C), from 2012
Review for International Journal of Image & Graphics (IJIG), from 2012
Review for Knowledge-Based Systems, from 2012
Review for Journal of Computer Science and Technology (JCST), from 2012.
Review for IEEE Trans. on Information Forensics and Security (T-IFS), from 2012.
Review for Neurocomputing, from 2011.
Review for Computers and Graphics, from 2011.
Review for Pattern Recognition (PR), from 2011.
Review for IEEE Trans. on Image Processing (T-IP), from 2011.
Review for IEEE Trans. on Pattern Analysis and Machine Intelligence (T-PAMI), from 2007.
Review for The 22nd International Conference of Pattern Recognition (ICPR-2014).
Review for IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP-2014).
Review for 12th International Conference on Control, Automation, Robotics and Vision (ICARCV-2012).
Review for 12th European Conference on Computer Vision (ECCV-2012).
Review for IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR-2009).
Review for IAPR/IEEE International Conference on Biometric (ICB-2009).
Review for IAPR/IEEE International Conference on Biometric (ICB-2007).
Review for The 2006 International Conference of Pattern Recognition (ICPR-2006).
科研项目
( 1 ) 监控场景中的实用目标检测方法研究, 主持, 国家级, 2015-01--2018-12
( 2 ) 基于图像结构和空间分布的子空间分析方法, 主持, 国家级, 2012-01--2014-12
( 3 ) 面向海量视频信息的目标识别和研判技术与设备研发, 参与, 国家级, 2013-05--2015-12
( 4 ) 海量视频数据分析研判技术研发与系统集成, 参与, 国家级, 2012-05--2015-05
( 5 ) 无约束视频图像的判别特征学习与自适应方法研究, 参与, 国家级, 2016-01--2019-12