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Jian Cheng, 程健 - Associate
Professor
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Jian Cheng, Associate professor. He received the B.S. and
M.S. degrees in Mathematics from Wuhan University in 1998 and in 2001,
respectively. In 2004, he got his Ph.D degree in pattern recognition and
intelligent systems from Institute of Automation, Chinese Academy of Sciences.
From 2004 to 2006, he has been working as postdoctoral in Nokia Research
Center. Then he joined National Laboratory of Pattern Recognition, Institute of
Automation. His current research interests include image and video analysis, machine
learning, etc.
Email: jcheng@nlpr.ia.ac.cn
Homepage: www.nlpr.ia.ac.cn/jcheng
Research Interests
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Machine learning
methods:
Active learning
Graph-based method (Probability Graphical Model, Spectral
Graph)
Semi-supervised learning
Subspace analysis method
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Multimedia Big
Data Mining:
Image/video search and classification
Recommender system and social network
Hand gesture recognition
Mobile computing
Selected Publications [Full Publication Lists]
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NO |
Articles |
|
[1] |
Jian Cheng and Kongqiao Wang, Active Learning for
Image Retrieval with Co-SVM, Pattern Recognition, No.1, pp.330-334, 2007. |
|
[2] |
Jian Cheng, Qingshan Liu, Hanqing Lu, and Yen-Wei
Chen, Ensemble Learning for Independent Component Analysis, Pattern
Recognition, Vol.39, pp.81-88, 2006. |
|
[3] |
Jian Cheng and Kongqiao Wang, Multi-view Sampling
for Relevance Feedback in Image Retrieval, The 18th International Conference
on Pattern Recognition (ICPR’06), Hong Kong, 2006. |
|
[4] |
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. |
|
[5] |
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. |
Activities
Program Co-Chair
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NO |
Activities |
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1 |
The Second International Conference on Internet
Multimedia Computing and Service (ICIMCS’10), Harbin, 2010 |
Organization Co-Chair
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NO |
Activities |
|
1 |
The 6th Joint Conference on Harmonious Human Machine
Environment (HHME’10), Luoyang, 2010 |
|
2 |
The first International Conference on Internet
Multimedia Computing and Service (ICIMCS’09), Kunming, 2009 |
Publication Chair
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NO |
Activities |
|
1 |
Chinese Conference on Pattern Recognition (CCPR’12),
Beijing, 2012. |
Co-organizer of special session
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NO |
Activities |
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1 |
Cross-media learning with structural priors on
Pacific-Rim Conference on Multimedia (PCM’12), 2012. (With Fei Wu) |
|
2 |
Semi-Supervised Learning for Multimedia Analysis on
International Conference on Multimedia and Expo (ICME’09), 2009. (With Jinjun
Wang, Shuqiang Jiang) |
|
3 |
Multimedia Personalization on Pacific-Rim Conference
on Multimedia (PCM’08), 2008. (With Hanqing Lu) |
Guest editor of special issue
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NO |
Activities |
|
1 |
Semi-Supervised Learning for Visual Content Analysis
and Understanding on Pattern Recognition, 2011. (With Jinjun Wang, Shuqiang
Jiang, Zhi-Hua Zhou, Edwin Hancock) |
Program Committee
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NO |
Activities |
|
1 |
ACM International Conference on Multimedia (MM’12),
Nara, Japan |
|
2 |
Chinese Conference on Pattern Recognition (CCPR’12),
Beijing, China |
|
3 |
International Conference on Internet Multimedia
Computing and Service (ICIMCS’12), Wuhan, China |
|
4 |
International Conference on Pattern Recognition
(ICPR’12), Tsukuba Science City, Japan |
|
5 |
International Conference on Multimedia and Expo
(ICME’12), Melbourne, Austrialia |
|
6 |
International Conference on Multimedia and Expo
(ICME’11), Barcelona, Spain |
|
7 |
International Conference on Multimedia and Expo
(ICME’10), Singapore |
|
8 |
Asian Conference on Machine Learning (ACML’10),
Tokyo, Japan |
|
9 |
ACM International Conference on Multimedia (MM’10),
Firenze, Italy |
|
10 |
ACM International Conference on Multimedia (MM’09),
Beijing, China |
|
11 |
Asian Conference on Machine Learning (ACML’09),
Nanjing, China |
|
12 |
International Conference on Machine Learning and
Cybernetics (ICMLC’09), Baoding, China |
|
13 |
ACM International Conference on Multimedia (MM’08),
Vancouver, Canada |
|
14 |
International Conference on Multimedia and Expo
(ICME’08), Hannover, Germany |
|
15 |
IEEE Conference on Computer Vision and Pattern
Recognition (CVPR’08), Alaska, USA |
|
16 |
Pacific-Rim Conference on Multimedia (PCM’08),
Taiwan, China |
|
17 |
International Conference on Machine Learning and
Cybernetics (ICMLC’08), Kunming, China |
|
18 |
IEEE International Conference on Computer Vision
(ICCV’07), Rio de Janeiro, Brazil |
|
19 |
International Conference on Machine Learning and
Cybernetics (ICMLC’07), Hong Kong, China |
Project Work
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NO |
Work |
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1 |
PI: NSFC Project “Web Video Recommendation based on
Spectral Graph Analysis” (2012.1-2015.12) |
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2 |
PI: Young Talents Project of CASIA “Personalized
Customization and Recommendation for Video Content” (2011.1-2013.12) |
|
3 |
PI: NSFC Project “Active Learning Based Image
Classification” (2010.01-2012.12) |
|
4 |
PI: NSFC Project “Object Segmentation and
Recognition Based on Graph Theory” (2007.01-2009.12) |
|
5 |
PI: Nokia Research Center Project “Personalized
Sports Video Customization on Mobile Devices” (2008.11-2009.10) |
|
6 |
PI: CASIA Innovation Fund for Young Scientists
“Active Learning in Image and Video Retrieval” (2007.01-2007.12) |