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Research Interests
Computer vision, pattern recognition, machine learning, data mining, image processing, optimization
Education
- Ph.D. in Computer Science, University of Maryland, College Park, USA, 12/2005
- M.S. in Computer Engineering, Seoul National University, Seoul, Korea, 08/2000
- B.S. in Computer Engineering, Seoul National University, Seoul, Korea, 02/1997
- Graduation, Seoul Science High School, Seoul, Korea, 02/1992
Selected Publications [More]
- Juan Carlos Niebles, Bohyung Han, Andras Ferencz and Li Fei-Fei, Extracting Moving Humans from Internet Videos , European Conference on Computer Vision (ECCV), Marseille, France, 2008
- Bohyung Han, Ying Zhu, Dorin Comaniciu and Larry Davis, Visual Tracking by Continuous Density Propagation in Sequential Bayesian Filtering Framework , IEEE Transactions on Pattern Analysis and Machine Intelligence (Regular Paper), in press
- Bohyung Han, Dorin Comaniciu, Ying Zhu and Larry Davis, Sequential Kernel Density Approximation and Its Application to Real-Time Visual Tracking, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 30(7), 1186-1197, 2008
- Bohyung Han, Seong-Wook Joo and Larry Davis, Probabilistic Fusion Tracking Using Mixture Kernel-Based Bayesian Filtering, International Conference on Computer Vision (ICCV), Rio de Janeiro, Brazil, 2007
- Bohyung Han and Larry Davis, On-Line Density-Based Appearance Modeling for Object Tracking, International Conference on Computer Vision (ICCV), Beijing, China, 2005
Talks and Presentations
- On-Line Density-Based Appearance Modeling for Object Tracking, ICCV, Beijing, China, October, 2005
- Bayesian Filtering and Integral Image for Visual Tracking, WIAMIS, Montreux, Switzerland, 2005
- Kernel Density Approximation and Its Applications, Sarnoff Corporation, Princeton, NJ, April, 2005
- Kernel-Based Bayesian Filtering, CfAR Local Seminar, University of Maryland, College Park, MD, February, 2005
- Kernel Density Approximation and Its Applications, CfAR Local Seminar, University of Maryland, College Park, MD, April, 2004
- Sequential Density Approximation through Mode Propagation: Applications to Background Modeling, ACCV, Jeju Island, Korea, January, 2004
