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SangMin Oh's Publications


Journal Publications


2008
Learning and Inferring Motion Patterns using Parametric Segmental Switching Linear Dynamic Systems [pdf] [html]
Sang Min Oh, James M. Rehg, Tucker Balch, Frank Dellaert
International Journal of Computer Vision (IJCV) Special Issue on Learning for Vision, May 2008. Vol.77(1-3). Pages 103-124.


Refereed Conference Papers


2007
Traversability Classification for UGV Navigation: A Comparison of Patch and Superpixel Representations [pdf]
Dongshin Kim, Sang Min Oh, James M. Rehg
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 07), San Diego, CA, Oct 2007.
2006
Parameterized duration modeling for switching linear dynamic systems [pdf] [html]
Sang Min Oh,
James M. Rehg, Frank Dellaert
IEEE 2006 International Conference on Computer Vision and Pattern Recognition (CVPR 2006), NYC.
Traversability classification using unsupervised on-line visual learning for outdoor navigation [pdf]
Dongshin Kim, Jie Sun, Sang Min Oh, James M. Rehg, Aaron F. Bobick
IEEE 2006 International Conference on Robotics and Automation (ICRA-2006), Orlando, Florida.
2005
Learning and Inference in Parametric Switching Linear Dynamic Systems [pdf] [html]
Sang Min Oh, James M. Rehg, Tucker Balch, Frank Dellaert
IEEE 2005 International Conference on Computer Vision (ICCV-2005), Beijing, China.
Data-Driven MCMC for Learning and Inference in Switching Linear Dynamic Systems [pdf] [html]
Sang Min Oh, James M. Rehg, Tucker Balch, Frank Dellaert
Twentieth National Conference on Artificial Intelligence (AAAI-2005), Pittsburgh, U.S.A.
Mixture Trees for Modeling and Fast Conditional Sampling with Applications in Vision and Graphics [pdf]
Frank Dellaert Vivek Kwatra, Sang Min Oh
IEEE 2005 International Conference on Computer Vision and Pattern Recognition (CVPR-2005), San Diego, U.S.A.
2004
Map-Based Priors for Localization [pdf]
Sang Min Oh, S. Tariq, B. Walker, Frank Dellaert
IEEE/RSJ 2004 International Conference on Intelligent Robotics and Systems (IROS-2004), Sendai, Japan.

Workshop Papers/Abstracts & Tech Reports



Miscellaneous Notes