NEC Laboratories America, Inc.
10080 N. Wolfe Rd., SW3-350, Cupertino, CA USA 95014
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Starting from Nov. 21, 2009, I'm no longer with NEC Laboratories America. I will join a start-up company in Silicon Valley. There's a great team there that will convert my research experience into some exciting world-class applications. I'd prefer to keep the name of the company a secret for a while. When we success, you will see it. I will still take care of all the on-going academic activities. To catch me, send emails to Thank you!
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Postdoctoral Research Scientist, NEC Laboratories America, Inc. Nov.
2006-present.
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Image/Video Super-resolution based on pattern-recognition, machine learning and
signal processing techniques.
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Image/video understanding and object detection.
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Time-series analysis based on sequential pattern regression and classification,
with application in automatic driving risk prediction and drivers' emotional
state recognition. In collaboration with Toyota ITC California, USA.
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Video Object Segmentation based on computer vision techniques.
Research Scholar, Nanyang Technological University, Singapore. Jul. 2003 - Nov.
2006.
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Content based video analysis with application in automatic sports event
detection, sports video re-trieval. Robust visual/auditory/textural feature
design, pattern recognition algorithm implementation and modification and
subjective/objective evaluation. In collaboration with Institute for Infocomm
Research (I2R), A-Star, Singapore.
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Semantic video composition and re-editing. Proposing interactive music-video
editing model and efficient optimization algorithm. Subjective/objective
evaluation design. In collaboration with I2R, A-Star, Singapore.
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Automatic broadcast sports video synthesis. Robust visual feature extraction.
Computer vision based object tracking and semantic video composition rule
implementation. In collaboration with I2R, A-Star, Singapore.
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Speaker tracking in a smart-room environment using audio Direction of Arrival
technique.
Research assistant, M.E. of Huazhong University of Science and Technology,
China. Jul. 2000 - Jun. 2003.
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DSP implementation and optimization of speech/voice processing module in VoIP
system. Sponsored by National High-tech. Research and Development Project (863)
funding, China
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Local-Area-Network multimedia education software.
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Net-Adapter testing software.
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- Editor
of Pattern Recognition, special issue on "Semi-Supervised Learning for
Visual Content Analysis and Understanding".
- Session chair of IEEE International Conference on Pattern Recognition 2008
(ICPR'08), IEEE International Conference on Multimedia Expo 2009
(ICPR'09).
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Organizer of special issue "Semi-supervised learning for multimedia analysis"
in Pattern Recognition journal.
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Organizer of special session "Semi-supervised learning for multimedia analysis"
in IEEE International Conference on Multimedia Expo 2009 (ICME'09).
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Technical Program Committee member of ACM Multimedia 2008 (ACM MM'08 Short
paper), IEEE Pacific-Rim Conference on Multimedia 2009 (PCM'09), IEEE
International Conference on Multimedia Modeling 2009 (MMM'09), IEEE 3DTV 2009, International Conference on Internet Multimedia Computing and Service (ICIMCS'09).
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Peer reviewer of IEEE Trans. on Multimedia (TMM), IEEE Trans. on Circuits and
Systems for Video Technology (CSVT), Pattern Recognition Letter, ACM Multimedia
System Journal, Image and Vision Computing Journal, Journal of Multimedia Tools
and Application, ACM Multimedia 2007 (ACM MM'07) , ACM International Conference
on Image and Video Retrieval 2008 (CIVR'08), IEEE International Conference on
Multimedia Expo 2008, 2009 (ICME'08, ICME'09), IEEE International Conference on
Multimedia Modeling 2007, 2008 (MMM'07, MMM'08), IEEE Pacific-Rim Conference on
Multimedia 2008 (PCM'08).
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"Monitoring driving safety using semi-supervised sequential learning", United
States Patent Application Serial No. 12/184,21, filed on July 31, 2008, pending
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"Real-time driving danger level prediction", United States Patent Application
Serial No. 60/911,092, filed on Nov. 4, 2007, pending
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Book chapter
[1] Jinjun Wang, Yihong Gong, "Image and Video Super
Resolution Techniques", Encyclopedia of Multimedia, 2nd Edition (Book chapter),
ISBN: 978-0-387-78415-1, pp309-317, Springer Verlag.
Journal
[7] Jinjun Wang, Shenghuo Zhu, Yihong Gong, "Resolution
Enhancement based on Learning the Sparse Association of Image Patches".
Submitted to Pattern Recognition Letter under first review.
[6] Jinjun Wang, Shenghuo Zhu, Yihong Gong, "Driving Safety
Monitoring using Semi-Supervised Learning on Time Series Data". Submitted to
IEEE Trans. on Intelligent Transportation under second review.
[5] Feng Liu, Jinjun Wang, Shenghuo Zhu, Michael Gleicher,
Yihong Gong, "Visual-Quality Opti-mizing Super Resolution", Computer Graphics
Forum, to appear. [pdf]
[4] Changsheng Xu, Jinjun Wang, Hanqing Lu, Yifan Zhang, "A
Novel Framework for Semantic An-notation and Personalized Retrieval of Sports
Video", IEEE Trans. on Multimedia, pp 421-436, Sept. 2008. [pdf]
[3] Jinjun Wang, Changsheng Xu, Engsiong Chng, Qi Tian and
Hanqing Lu, "Automatic Composition of Broadcast Soccer Video", ACM MultiMedia
System Journal, 2008. [pdf]
[2] Jinjun Wang, Engsiong Chng, Changsheng Xu, Hanqing Lu and
Qi Tian, "Generation of Persona-lized Music Sports Video using Multimodal
Cues", IEEE Trans. on Multimedia, April 2007. [pdf]
[1] Benxiong Huang and Jinjun Wang, "Echo canceller based on
improved PNLMS and quick correlation DTD algorithms", Journal of Huazhong
University of Science and Technology (Nature Science Edition), vol.32, no.6,
pp.4-6, 2004. [pdf]
Conference
2009
[19] Jinjun Wang, Shenghuo Zhu, Yihong Gong,
"Resolution-Invariant Image Representation and Its Applications" to appear in
IEEE International conference on Computer Vision and Pattern Recognition 2009
(CVPR' 09), Florida, USA, 2009. [pdf][demo]
[18] Jinjun Wang, Shenghuo Zhu, Yihong Gong,
"Resolution-Invariant Image Representation For Content-Based Zooming", to
appear in IEEE International Conference on Multimedia Expo 2009 (ICME' 09),
Cancun, Mexico, 2009. [pdf]
[17] Jinjun Wang, Yihong Gong, "Normalizing Multi-Subject
Variation For Drivers' Emotion Recognition", to appear in IEEE International
Conference on Multimedia Expo 2009 (ICME' 09), Cancun, Mexico, 2009. [pdf]
2008
[16] Jinjun Wang, Yihong Gong, "Recognition of multiple
drivers' emotional state", in Proc. of International Conference on Pattern
Recognition 2008 (ICPR' 08), Florida, USA, 2008. [pdf]
[15] Jinjun Wang, Yihong Gong, "Fast Image Super-Resolution
Using Connected Component En-hancement", in Proc. of IEEE International
Conference on Multimedia Expo 2008 (ICME' 08), Hannover, Germany, 2008. [pdf]
[14] Feng Liu, Jinjun Wang, Shenghuo Zhu, Michael Gleicher,
Yihong Gong, "Noisy video super-resolution" , in Proc. of ACM Multimedia 2008
(ACM MM'08), Vancouver, Canada, 2008. [pdf]
2007
[13] Jinjun Wang, Wei Xu, Shenghuo Zhu, Yihong Gong,
"Efficient Video Object Segmentation by Graph-Cut", in Proc. of IEEE
International Conference on Multimedia Expo 2007 (ICME' 07), Beijing, China,
July 2007. [pdf]
2006
[12]
Jinjun Wang, Changsheng Xu and Engsiong Chng, "Automatic
Sports Video Genre Classification using Pseudo-2D-HMM",
in proc. Of International Conference on Pattern
Recognition 2006 (ICPR'06), Hong Kong, China, August,
2006. [pdf] [11] Changsheng Xu,
Jinjun Wang, Kongwah Wan, Yiqun Li and Linyu Duan, "Live
Sports Event De-tection Based on Broadcast Video and
Web-casting Text", in Proc. of ACM Multimedia 2006 (ACM
MM'06), pp221-230, Santa Barbara, USA, October, 2006.
[pdf] [10] Jinjun Wang, Engsiong
Chng, Changsheng Xu, Hanqing Lu and Xiaofeng Tong,
"Identify Sports Video Shots With ??Happy' or ??Sad'
Emotions", in Proc. of IEEE International Conference on
Mul-timedia And Expo 2006 (ICME'06), Toronto, Canada,
July, 2006. [pdf] [9] Jinjun Wang,
Engsiong Chng and Changsheng Xu, "Fully and
Semi-Automatic Music Sports Video Composition", in Proc.
of IEEE International Conference on Multimedia And Expo
2006 (ICME' 06), Toronto, Canada, July, 2006.
[pdf] [8] Changsheng Xu, Jinjun
Wang, Qi Tian and Hanqing Lu, "Sports Video
Personalization for Con-sumer Products", in Proc. of
IEEE International Conference on Consumer Electronics
2006 (ICCE'06) Las Vegas, USA, 2006. [pdf]
2005
[7] Jinjun Wang, Changsheng Xu, Engsiong Chng, Linyu Duan, Kongwah Wan and Qi Tian, "Auto-matic Generation of
Personalized Music Sports Video", in Proc. of ACM Multimedia 2005 (ACM MM'05),
pp 735-744, Singapore, 2005. [pdf]
[6] Xiaofeng Tong, Linyu Duan, Changsheng Xu, Hanqing Lu,
Jinjun Wang and Jesse J. Jin, "Peri-odicity Detection of Local Motion", in
Proc. of IEEE International Conference on Multimedia And Expo 2005 (ICME' 05),
Amsterdam, Netherlands, July, 2005. [pdf]
[5] Jinjun Wang, Engsiong Chng and Changsheng Xu, "Soccer
Replay Detection using Scene Transition Structure Analysis", in Proc. of IEEE
International Conference on Acoustics, Speech, and Signal Processing 2005
(ICASSP' 05), vol. 2, pp. 433-436 Pennsylvania, USA, March 2005. [pdf]
2004
[4] Kongwah Wan, Jinjun Wang, Changsheng Xu and Qi Tian, "Automatic Sports Highlights Extraction with Content
Augmentation", in Proc. of IEEE Pacific-Rim Conference on Multimedia 2004 (PCM'
04), vol. 3332, pp. 19-26. Tokyo, Japan, Dec. 2004. [pdf]
[3] Jinjun Wang, Changsheng Xu, Engsiong Chng, Kongwah Wah
and Qi Tian, "Automatic Replay Generation for Soccer Video Broadcasting", in
Proc. of ACM Multimedia 2004 (ACM MM'04), pp 32-39, New York, USA, 2004. [pdf]
[2] Jinjun Wang, Changsheng Xu, Engsiong Chng, Xinguo Yu and
Qi Tian, "Event Detection Based on Non-Broadcast Sports Video", in Proc. of
IEEE International Conference on Image Processing 2004 (ICIP' 04), pp.
1637-1640, Singapore, 2004. [pdf]
[1] Jinjun Wang, Changsheng Xu, Engsiong Chng and Qi Tian,
"Sports Highlight Detection from Keyword Sequences using HMM", in Proc. of IEEE
International Conference on Multimedia And Expo 2004 (ICME'04), Taipei, China,
June 2004. [pdf] |
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Seed project award. NEC Laboratories America, Inc., Feb. 2009
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Seed project award. NEC Laboratories America, Inc., Apr. 2007
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Microsoft Research Asia (MSRA) Fellowship. Dec. 2005
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| Hobby/Interest |
Programming,Drawing,Travel |
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| Speciality |
Author of the "GRERAM", one of the best-sold software for English
test preparation (GRE, Toefl, etc) in mainland China. |
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