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Research Interests
My research interests involve multimedia understanding, multimedia retrieval, video content analysis and machine learning to multimedia.
Publications
Journal Papers:
Conference Papers:
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Chen, M.-Y., Mummert, L., Pillai, P., Hauptmann, A., and Sukthankar, R.
"Exploiting Multi-level Parallelism for Low-latency Activity Recognition in Streaming Video",
To appear in ACM Multimedia Systems Conference 2010
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Chen, M.-Y., Li, H. and Hauptmann, A.,
"Informedia @ TRECVID 2009: Analying Video Motions",
TRECVID Video Retrieval Evaluation Workshop, NIST, Gaitherburg, MD, November 2009
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Sun, X., Chen, M.-Y., and Hauptmann, A.,
"Action Recognition via Local Descriptors and Holistic Features",
IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) for Human Communicative Behaviour Analysis, June 25, 2009, Miami Beach, Florida, USA
- A. Hauptmann, R. V. Baron, M.-Y. Chen, M. Christel, W. Lin, X. Sun, V. Valdes, J. Yang, L. Mummert, and S. Schlosser
"Informedia @ TRECVID2008: Exploring New Frontiers",
TRECVID Video Retrieval Evaluation Workshop, NIST, Gaitherburg, MD, November 2008
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Chen, D., Wactlar, H., Chen, M.-Y., Can, G., Bharucha, A., and Hauptmann, A.,
"Recognition of Aggressive Human Behavior Using Binary Local Motion Descriptors",
30th Annual International IEEE Engineering in Medicine and Biology (EMBC) Conference, August 20-24, 2008, Vancouver, British Columbia, Canada
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Christel, M., Hauptmann, A., Lin, W.-H., Chen, M.-Y., Yang, J., Maher, B., and Baron, R.
"Exploring the Utility of Fast-Forward Surrogates for BBC Rushes",
Proc. TRECVID Summarization Workshop (in assoc. with ACM Multimedia 2008) Vancouver, Canada, Oct. 2008.
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Alex Hauptmann, Ming-yu Chen, Mike Christel, Wei-Hao Lin, and Jun Yang,
"A Hybrid Approach to Improving Semantic Extraction of News Video",
Proc. First IEEE International Conference on Semantic Computing (ICSC'07) (Irvine CA, Sept. 2007), pp. 79-86.
- Ming-yu Chen, and Alex Hauptmann,
"Discriminative Fields for Modeling Semantic Concepts in Video",
RIAO Large-Scale Semantic Access to Content 2007, Pittsburgh, May 30-June 1, 2007
- A. G. Hauptmann, M.-Y. Chen, M. Christel, W.-H. Lin, R. Yan, J. Yang, G. Backfried and X. Wu,
"Multi-Lingual Broadcast News Retrieval",
TRECVID'06 TREC Video Retrieval Evaluation Online Proceedings, NIST Gaithersburg, MD., November 2006.
- Alex Hauptmann, Wei-Hao Lin, Rong Yan, Jun Yang, and Ming-Yu Chen,
"Extreme Video Retrieval: Joint Maximization of Human and Computer Performance",
ACM Multimedia 2006, Santa Barbara, CA, Oct. 23-27, 2006
- Alexander G. Hauptmann, Wei-Hao Lin, Rong Yan, Jun Yang, Robert V. Baron, Ming-yu Chen, Sean Gilroy, and Michael D. Gordon,
"Exploring the Synergy of Humans and Machines in Extreme Video Retrieval",
International Conference on Image and Video REtrieval (CIVR'06), Arizona, 2006
- Rong Yan, Ming-yu Chen and Alexander G. Hauptmann,
"Mining Relationship between Video Concepts using Probabilistic Graphical Model",
IEEE International Conference On Multimedia and Expo (ICME'06), Toronto, 2006
- M. Cooper, J. Adcock, M.-Y. Chen and H. Zhou
"FXPAL at TRECVID 2005",
TRECVID'05 TREC Video Retrieval Evaluation Online Proceedings, NIST Gaithersburg, MD., November 2005.
- Ming-yu Chen, Michael Christel, Alexander Hauptmann and Howard Wactlar,
"Putting Active Learning into Multimedia Applications; Dynamic Definition and Refinement of Concept Classifiers",
ACM Multimedia 2005, Singapore, November 6-11, 2005
- Ming-yu Chen, and Alex Hauptmann,
"Active Learning in Multiple Modalities for Semantic Feature Extraction from Video",
The twentieth National Conference on Artificial Intelligence (AAAI'05) workshop on Learning in Computer Vision, Pittsburgh, July 9-13, 2005
- A. Hauptmann, M.-Y. Chen, M. Christel, C. Huang, W.-H. Lin, T. Ng, N. Papernick, A. Velivelli, J. Yang, R. Yan, H. Yang, H. D. Wactlar,
"Confounded Expectations: Informedia at TRECVID 2004",
TRECVID'04 TREC Video Retrieval Evaluation Online Proceedings, NIST Gaithersburg, MD., November 2004.
- Jun Yang, Ming-yu Chen, and Alex Hauptmann,
"Finding Person X: Correlating Names with Visual Appearances",
International Conference on Image and Video Retrieval (CIVR'04), Dublin City University, Ireland, July 21-23, 2004
- Ming-yu Chen, and Alex Hauptmann,
"Toward Robust Face Recognition from Multiple Views",
International Conference on Multimedia and Expo (ICME'04), Taipei, Taiwan, June 27-30, 2004
- Pinar Duygulu, Ming-yu Chen, and Alex Hauptmann,
"Comparison and Combination of Two Novel Commercial Detection Methods",
International Conference on Multimedia and Expo (ICME'04), Taipei, Taiwan, June 27-30, 2004
- Ming-yu Chen, and Alex Hauptmann,
"Searching for a Specific Person in Broadcast News Video",
International Conference on Acoustics, Speech, and Signal Processing (ICASSP'04), Montreal, Canada, May 17-21, 2004
- Ming-yu Chen, and Alex Hauptmann,
"Multi-modal Classification in Digital News Libraries ",
Joint Conference on Digital Libraries (JCDL'04), Tucson, June 7-11, 2004
- George Tzanetakis, and Ming-yu Chen,
"Building Audio Classification for Broadcast News Retrieval",
5th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS'04), Instituto Superior Tecnico, Lisboa, Portugal, April 21-23, 2004
- Hauptmann, A., Ng, D., Baron, R., Chen, M.-Y., Christel, M., Duygulu, Huang, C., Lin, W-H., Wactlar, H., Moraveji, N., Papernick, N., Snoek, C.G.M., Tzanetakis, G., Yang, J., Yan, R., Jin, R.,
"Informedia at TRECVID 2003: Analyzing and Searching Broadcast News Video",
Proceedings of (VIDEO) TREC 2003 (Twelfth Text Retrieval Conference), Gaithersburg, MD, November 17-21, 2003
- Hauptmann, A., Ng, T.D., Baron, R., Lin, W-H., Chen, M.-Y., Derthick, M., Christel, M., Jin, R., Yan, R.,
"Video Classification and Retrieval with the Informedia Digital Video Library System",
Proceedings of Text Retrieval Conference (TREC02), Gaithersburg, MD, November, 2002
Other referred paper:
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