Name: Lei Qin(中文)

Ph.D   Associate Professor

Email: qinlei@ict.ac.cn

 

I am currently a Faculty Member with the Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China. My research interests include image/video processing, video surveillance, computer vision, and pattern recognition. I has authored or coauthored over twenty technical papers in the area of computer vision. I am a Member of IEEE, ACM . In the Trecvid-ED Contest 2009, our work achieved best results on four out of ten event detections.

Personal Information

Publications

Journal Publications

  1. Guorong Li, Qingming Huang, Lei Qin, Shuqiang Jiang. SSOCBT:A Robust Semi-Supervised Online CovBoost Tracker by Using Samples Differently. IEEE Transactions on. Circuits and Systems for Video Technology. Accept.

  2. 胡琼,秦磊,黄庆明. 基于视觉的人体动作识别综述. 计算机学报. Accept.

  3. Shuhui wang, Qingming Huang, Shuqiang Jiang, Qi Tian, Lei Qin. Nearest-Neighbor Method Using Multiple Neighborhood Similarities for Social Media Data Mining. Neurocomputing 95 (2012) 105–116.

  4. Guorong Li, Qingming Huang, Junbiao Pang, Shuqiang Jiang, Lei Qin. Online Selection of the Best k-Feature Subset for Object Tracking. Journal of Visual Communication and Image Representation. Volume 23, Issue 2, pp 254-263, 2012

  5. Junbiao Pang, Qingming Huang, Shuicheng Yan, Shuqiang Jiang, Lei Qin. Transferring Boosted Detectors Towards Viewpoint and Scene Adaptiveness. IEEE Trans. On Image Processing. Volume 20, No.5, 2011.

  6. Lei Qin, Qingfang Zheng, Shuqiang Jiang, Qingming Huang, Wen Gao. Unsupervised Texture Classification: Automatically Discover and Classify Texture Patterns. Image and Vision Computing, Volume 26, Issue 5, 2008, pp647-656.??

  7. 秦磊,高文. 基于内容相关性的场景图像分类方法.计算机研究与发展. 46(7),2009 pp1198-1205.

Conference Publications

  1. Lei Qin, ZhongweiCheng, QingmingHuang, Qi Tian. ACT4^2: An Open Multi-View Multi-Source Benchmark Dataset for Action Analysis. RGB-D Special Session ACCV2012.

  2. Zhongwei Cheng, Lei Qin, Yituo Ye, Qingming Huang, Qi Tian. Human Daily Action Analysis with Multi-View and Color-Depth Data. CDC4CV ECCV2012.(Dataset)

  3. Lei Qin, Zhongwei Cheng, Qingming Huang, Junbiao Pang. Interactive Event Detection in Crowd Scenes. ICIMCS 2012

  4. Yanhao Zhang, Lei Qin, Hongxun Yao, Qingming Huang. Abnormal Crowd Behavior Detection Based on Social Attribute-Aware Force Model. ICIP2012.

  5. Guorong Li, Lei Qin, Qingming Huang, Junbiao Pang, Shuqiang Jiang. Treat Samples Differently: Object Tracking with Semi-supervised Online CovBoost. ICCV2011.

  6. Zhongwei Cheng, Lei Qin, Qingming Huang, Shuqiang Jiang, Shuicheng Yan, Qi Tian. Human Group Activity Analysis with Fusion of Motion and Appearance Context Information. ACM Multimedia 2011.

  7. Yingkun Xu, Lei Qin, Shuqiang Jiang, Qingming Huang. Human Tracking by Structured Body Parts. ICIP2011.

  8. Qingyuan Wang, Junbiao Pang, Lei Qin, Shuqiang Jiang, Qingming Huang. Justifying the Importance of Color Cues in Object Detection: A Case Study on Pedestrian. PCM 2011.

  9. Yituo Ye, Lei Qin, Zhongwei Cheng, Qingming Huang. Recognizing Realistic Action Using Contextual Feature Group. PCM 2011.

  10. Guizhi Li, Lei Qin, Qingming Huang. Adaptive Moving Cast Shadow Detection. PCM2011.

  11. Zhongwei Cheng, Lei Qin, Qingming Huang, Shuqiang Jiang, Qi Tian. Group Activity Recognition by Gaussian Processes Estimation. ICPR 2010.

  12. Qiong Hu, Lei Qin, Qingming Huang, Shuqiang Jiang, Qi Tian. Action Recognition Using Spatial-Temporal Context. ICPR2010.

  13. Yanhao Zhang, Xiaoshuai Sun, Hongxun Yao, Lei Qin, Qingming Huang. Aesthetic Pose and Position Recommendation for Portrait Photographing. ICIP2012

  14. Qingyuan Wang, Junbiao Pang, Guoyi Liu, Lei Qin, Qingming Huang, Shuqiang Jiang. Color Maximal-Dissimilarity Pattern for Pedestrian Detection.ICPR2012

  15. Junbiao Pang, Qingming Huang, Baocai Yin, Lei Qin, Dan Wang. Theoretical Analysis of Learning Local Anchors for Classification. ICPR2012

  16. Qianqian Xu, Zhipeng Wu, Guorong Li, Lei Qin, Shuqiang Jiang, Qingming Huang. Memory Matrix: A Novel User Experience for Home Video. ACM Multimedia 2010.

  17. Kaihua Jiang, Zhipeng Hu, Zhongwei Chen, Guochen Jia, Ten Xu, Qiong Hu, Guangcheng Zhang, Yaowei Wang, Lei Qin, Yonghong Tian, Xihong Wu, Wen Gao. Pair-Wise Event Detection in Surveillance Video. TRECVID2010.

  18. Qianqian Xu, Zhipeng Wu, Li Su, Lei Qin, Shuqiang Jiang, Qingming Huang. Bridging the Gap Between Objective Score and Subjective Preference in Video Quality Assessment. ICME 2010.

  19. Zhipeng Hu, Guangnan Ye, Guochen Jia, Xibin Chen, Qiong Hu, Kaihua Jiang, Yaowei Wang, Lei Qin, Yonghong Tian, Xihong Wu, Wen Gao. Single-Actor and Pair-Activity Event Detection in Surveillance Video, TRECVID 2009.

  20. Shuhui Wang, Qingming Huang, Shuqiang Jiang, Lei Qin, Qi Tian. Visual ContextRank for web image re-ranking. ACM Multimedia 2009.

  21. Lei Qin, Qingming Huang, Wen Gao. Unsupervised Texture Classification: Automatically Discover and Classify Texture Patterns. ICPR 2006, Volume 2, pp433–436.

  22. Lei Qin, Wen Gao. Image Matching Based on A Local Invariant Descriptor. ICIP 2005, Volume 3, pp377-380.

  23. Lei Qin, Wei Zeng, Wen Gao, Weiqiang Wang. Local invariant descriptor for image matching. ICASSP 2005, Volume 2, pp1025 – 1028.

  24. Lei Qin, Wei Zeng, Weiqiang Wang. Image Matching Based on Scale invariant regions. PCM 2004, Volume 3, pp127-134.

Project Experience

Reviewer for journals and conferences

Patents

  Lei Qin, Qiong Hu, Qingming Huang, Shuqiang Jiang. The training and recognition method of human action. Chinese Patent, 201010195802.4.

  Qingming Huang, Zhongwei Cheng, Lei Qin, Shuqiang Jiang. The training and recognition approach of group activity. Chinese Patent, 201010195819.X.

 

Useful

1.Jared Heinly (UNC Chapel Hill), Enrique Dunn (UNC), Jan-Michael Frahm (UNC-CH).Comparative Evaluation of Binary Features,ECCV2012
2. Sebastian Brutzer, Benjamin Hoeferlin,Gunther Heidemann. Evaluation of Background Subtraction Techniques for Video Surveillance,CVPR2011.
3. A.Sanin, C.Sanderson, B.C.Lovell, Shadow detection: A survey and comparative evaluation of recent methods, Pattern Recognition, 45(4): 1684-1695, 2012.
4. J. K. Aggarwal and M. S. Ryoo, “Human Activity Analysis: A Review”, ACM Computing Surveys, Mar 2011.
 
 
 
Last modified,11/11/2012