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SangMin Oh's Publications
Journal Publications
| 2008 |
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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.
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Refereed Conference Papers
| 2007 |
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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.
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| 2006 |
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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.
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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.
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| 2005 |
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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.
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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.
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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 |
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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.
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Workshop Papers/Abstracts & Tech Reports
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Automatic Acquisition of 4D Urban Models and Proactive Auditory Service for Enhanced User Experience (2006)
Sang Min Oh,
Grant Schindler,
Frank Dellaert,
Bruce N. Walker, Jefferey Lindsay
2006 Young Investigators Forum in Culture and Technology, Daejon, Republic of Korea.
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On-line Learning of the Traversability of Unstructured Terrain for Outdoor Robot Navigation (2006)
Sang Min Oh,
James M. Rehg,
Frank Dellaert
2006 Snowbird Learning Workshop, Salt Lake City, Utah.
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Learning and Inferring Motion Patterns using Parametric Segmental Switching Linear Dynamic Systems (2006)
Sang Min Oh,
James M. Rehg,
Tucker Balch,
Frank Dellaert
Technical Report GIT-GVU-06-02.
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Segmental Switching Linear Dynamic Systems (2005)
Sang Min Oh,
James M. Rehg,
Frank Dellaert
Technical Report GIT-CC-05-13.
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A Variational inference method for Switching Linear Dynamic Systems (2005)
Sang Min Oh,
Ananth Ranganathan,
James M. Rehg,
Frank Dellaert
Technical Report GIT-GVU-05-16.
Miscellaneous Notes