Associate Professor

National Laboratory of Pattern Recognition, Chinese Academy of Sciences

Research Activities Publications Projects Links

General Information:

I am currently an associate professor at Institute of Automation, Chinese Academy of Sciences. I received B.S. and M.S. degrees in Mathematics from Wuhan University in 1998 and 2001, respectively. Then I got my Ph.D degree from Institute of Automation, Chinese Academy of Sciences in 2004. My research interests include information retrieval, video analysis, and machine learning.

Research Interests:

Image and Video Analysis, Machine Learning, Data Mining

[more …]

Professional Activities:

² ^New^！Call for Paper [PDF HTML]

Special issue on PATTERN RECOGNITION: Semi-Supervised Learning for Visual Content Analysis and Understanding

Guest editors: Jian Cheng, Jinjun Wang, Shuqiang Jiang, Zhi-Hua Zhou, and Edwin Hancock

² ^New^！Call for Chapter [PDF]

Book: Computer Vision for Multimedia Applications: Methods and Solutions

Editors: Jinjun Wang, Jian Cheng, and Shuqiang Jiang

To be published by IGI Global in 2010.

² Organization Co-Chair

The first International Conference on Internet Multimedia Computing and Service (ICIMCS’09), 2009.

² Co-organizer of Special Session

Semi-Supervised Learning for Multimedia Analysis on International Conference on Multimedia and Expo (ICME’09), 2009.

Multimedia Personalization on Pacific-Rim Conference on Multimedia (PCM’08), 2008.

² Program Committee

ACM International Conference on Multimedia (MM’09), Beijing, China

Asian Conference on Machine Learning (ACML’09), Nanjing, China

International Conference on Machine Learning and Cybernetics (ICMLC’09), Baoding, China

ACM International Conference on Multimedia (MM’08), Vancouver, Canada

International Conference on Multimedia and Expo (ICME’08), Hannover, Germany

IEEE Conference on Computer Vision and Pattern Recognition (CVPR’08), Alaska, USA

Pacific-Rim Conference on Multimedia (PCM’08), Taiwan, China

International Conference on Machine Learning and Cybernetics (ICMLC’08), Kunming, China

IEEE International Conference on Computer Vision (ICCV’07), Rio de Janeiro, Brazil

International Conference on Machine Learning and Cybernetics (ICMLC’07), Hong Kong, China

[more …]

Publications:

[1]. Rong Liu, Jian Cheng, and Hanqing Lu. A robust boosting tracker with minimum error bound in a Co-training framework. IEEE International Conference on Computer Vision (ICCV’09), Kyoto, Japan, 2009.

[2]. Yi Wu, Jian Cheng, Jinqiao Wang, and Hanqing Lu. Real-time visual tracking via incremental covariance tensor learning. IEEE International Conference on Computer Vision (ICCV’09), Kyoto, Japan, 2009.

[3]. Changsheng Xu, Jian Cheng, Yi Zhang, Yifan Zhang, and Hanqing Lu. Sports video analysis: semantics extraction, editorial content creation and adaptation. Journal of Multimedia, Vol.4, No.2, pp.69-79, 2009.

[4]. Xiaoyu Zhang, Changsheng Xu, Jian Cheng, Hanqing Lu, and Songde Ma. Effective Annotation and Search for Video Blogs with Integration of Context and Content Analysis. IEEE Transactions on Multimedia, Vol.11, No.2, pp.272-285, 2009.

[5]. Jian Cheng and Kongqiao Wang. Active learning for image retrieval with Co-SVM. Pattern Recognition, No.1, pp.330-334, 2007.

[6]. Jian Cheng, Qingshan Liu, Hanqing Lu, and Yen-Wei Chen. Ensemble learning for independent component analysis. Pattern Recognition, Vol.39, pp.81-88, 2006.

[7]. Jian Cheng, Qingshan Liu, Hanqing Lu, and Yen-Wei Chen. Supervised kernel locality preserving projections for face recognition. Neurocomputing, vol.67, pp.443-449, 2005.

[8]. Jian Cheng, Yen-Wei Chen, Hanqing Lu and Xiang-Yan Zeng. A spatial weighted color histogram for image retrieval. IEICE Transaction on Information and System, Vol.E87-D, No.1, pp.246-249, 2004.

[more …]

Projects：

² PI: NSFC Project “Active Learning Based Image Classification” (2010.01-2012.12)

² PI: NSFC Project “Object Segmentation and Recognition Based on Graph Theory” (2007.01-2009.12)

² PI: Nokia Research Center Project “Personalized Sports Video Customization on Mobile Devices” (2008.11-2009.10)

² PI: CASIA Innovation Fund for Young Scientists “Active Learning in Image and Video Retrieval” (2007.01-2007.12)

[more …]

Links：

[more …]

Last modified: September 27, 2009 　