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Assistant Professor Computer Vision Laboratory Dept. of Computer Science and Engineering POSTECH (Pohang University of Science and Technology) Pohang, Korea |
News
CVPR 2012:
(03/11/2012) One paper is accepted to CVPR 2012.
CSED441 Introduction to Computer Vision:
(03/01/2012) I teach computer vision class in Spring 2012 semester. Check the course webpage for the details.
PRMLWS 2012:
(02/27/2012) The slide for my presentation at PRMLWS 2012 is posted. You can find it in the "Invited Talks and Presentations" section of this page.
(03/11/2012) One paper is accepted to CVPR 2012.
CSED441 Introduction to Computer Vision:
(03/01/2012) I teach computer vision class in Spring 2012 semester. Check the course webpage for the details.
PRMLWS 2012:
(02/27/2012) The slide for my presentation at PRMLWS 2012 is posted. You can find it in the "Invited Talks and Presentations" section of this page.
Research Interests
Computer vision, machine learning, pattern recognition, algorithms, computer graphics, image processing
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
Selected Recent Publication [More]
- Yoonho Hwang, Bohyung Han, and Hee-Kap Ahn, A Fast Nearest Neighbor Search Algorithm by Nonlinear Embedding, to appear in CVPR 2012
- Bohyung Han and Larry Davis, Density-Based Multi-Feature Background Subtraction with Support Vector Machine, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 34(5), 1017-1023, 2012
- Suha Kwak, Taegyu Lim, Woonhyun Nam, Bohyung Han, and Joon H. Han, Generalized Background Subtraction based on Hybrid Inference by Belief Propagation and Bayesian Filtering, Int'l Conference on Computer Vision (ICCV), Barcelona, Spain, 2011
- Suha Kwak, Woonhyun Nam, Bohyung Han, and Joon H. Han, Learning Occlusion with Likelihoods for Visual Tracking, Int'l Conference on Computer Vision (ICCV), Barcelona, Spain, 2011
- Suha Kwak, Bohyung Han, and Joon H. Han, Scenario-Based Video Event Recognition by Constraint Flow, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, CO, USA, 2011
- Bohyung Han, Seong-Wook Joo and Larry Davis, Multi-Camera Tracking with Adaptive Resource Allocation, Int'l Journal of Computer Vision, Vol. 91(1), 45-58, 2011
Advising
- PostDoc: Dr. Jan Feyereisl
- Graduate Students: Jeany Son, Seunghoon Hong, Suna Kim, Inveom Kwak, Woonhyun Nam (co-advising with Prof. J.H. Han), Suha Kwak (co-advising with Prof. J.H. Han)
- Undergraduate Students: Changkyu Song
Professional Service
- Area chair: ACCV 2012
- Program committee: CVPR (2007~2012), ICCV (2007, 2009, 2011), ECCV (2010, 2012), ACCV (2009, 2010)
- Journal reviewer: IJCV, TPAMI, TIP, CVIU, IVC, TCSVT, TSP, TNNLS, JVCI, etc.
Invited Talks and Presentations
- Generalized Background Subtraction, SNU MAE (05/2012), DGIST (04/2011), SNU EE (05/2011), ETRI (07/2011)
- Trends in Computer Vision, Samsung DMC Lab. (03/2012)
- Recursive Bayesian Estimation: an Introduction, Pattern Recognition and Machine Learning Winter School (PRMLWS), Seoul National University (02/2012) [slide]
- Learning with Likelihoods for Robust Detection and Tracking, SungKyunKwan University (07/2011)
- Towards Robust Visual Tracking: Challenges and Solutions, Mando (07/2011)
- Statistical Modeling for Visual Tracking and Human Motion Extraction, LG (02/2011)
- Personalized Video Summarization with Human in the Loop, WACV, Kona, HI, 01/2011
- Towards Unconstrained Human Motion Analysis, POSTECH (12/2010)
- Modeling and Estimation of Complex Motions: Tracking and Human Motion Estimation, Seoul National University (06/2009), Korea University (06/2009), Hankook University of Foreign Studies (06/2009)
- Kernel Density Approximation and Its Applications to Real-Time Computer Vision, Seoul National University (04/2008), Samsung (04/2008), SungKyunKwan University (11/2008)
- Real-Time Subspace-Based Background Subtraction Using Multi-Channel Data, ISVC, Reno, NV, 11/2007
- On-Line Density-Based Appearance Modeling for Object Tracking, ICCV, Beijing, China, 10/2005
- Bayesian Filtering and Integral Image for Visual Tracking, WIAMIS, Montreux, Switzerland, 04/2005
- Kernel-Based Bayesian Filtering, University of Maryland (02/2005)
- Kernel Density Approximation and Its Applications, University of Maryland (04/2004)
- Sequential Density Approximation through Mode Propagation: Applications to Background Modeling, ACCV, Jeju Island, Korea, 01/2004
