Sangmin Oh’s Publications
Sangmin Oh’s Publications
Abstracts / Tech Reports / Others
2008
2007
2006
2005
2004
Learning and Inferring Motion Patterns using Parametric Segmental Switching Linear Dynamic Systems (2006) [PDF]
Sang Min Oh, James M. Rehg, Tucker Balch, Frank Dellaert
Technical Report GIT-GVU-06-02.
Segmental Switching Linear Dynamic Systems (2005) [PDF]
Sang Min Oh, James M. Rehg, Frank Dellaert
Technical Report GIT-CC-05-13.
2009
Switching Linear Dynamic Systems with Higher-order Temporal Structure [PDF]
Sang Min Oh, Ph.D Thesis, Georgia Institute of Tech, 2009
Augmenting Aerial Earth Maps with dynamic information [PDF]
Kihwan Kim, Sangmin Oh, Jeonggyu Lee, Irfan Essa
IEEE 8th International Symposium on Mixed and Augmented Reality
(ISMAR 2009), pages 35-38. [Movie] [Project page]
2010
Learning Visibility of Landmarks for Vision-based Localization
[PDF]
Pablo F. Alcantarilla, Sangmin Oh, Gian L. Mariottini,
Luis M. Bergasa, Frank Dellaert
IEEE 2010 International Conference on Robotics and Automation (ICRA-2010).
Temporal Causality for the Analysis of Visual Events [PDF]
Karthir Prabhakar, Sangmin Oh, Ping Wang, Gregory D. Abowd,
James M. Rehg
IEEE 2010 International Conference on Computer Vision and Pattern Recognition (CVPR 2010), San Francisco, U.S.A. (Oral).
This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author’s copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.
Unsupervised Learning of Activities in Video using Scene Context [PDF]
Sangmin Oh, Anthony Hoogs
2010 International Conference on Pattern Recognition (ICPR), Istanbul.
Content-based Retrieval of Functional Objects in Video using
Scene Context [PDF]
Sangmin Oh, Anthony Hoogs, Matt Turek, Roderic Collins
2010 European Conference on Computer Vision (ECCV), Crete, Greece.
2011
Augmenting aerial earth maps with dynamic information from videos [PDF] [bibtex][Project Page]
Kihwan Kim, Sangmin Oh, Jeonggyu Lee, Irfan Essa
Virtual Reality (online first version), Springer London
A Large-scale Benchmark Dataset for Event Recognition in
Surveillance Video [PDF][bibtex][Dataset]
S. Oh, A. Hoogs, A. Perera, N. Cuntoor, C-C. Chen, J.T. Lee, S. Mukherjee,
J.K. Aggarwal, H. Lee, L. Davis, E. Swears, X Wang, Qiang Ji, K. Reddy, M, Shah,
C.Vondrick, H. Pirsiavash, D. Ramanan, J. Yuen, A. Torralba, Bi Song, A. Fong,
A. Roy-Chowdhury, and M. Desai
IEEE International Conference on Computer Vision and Pattern
Recognition (CVPR 2011), Colorado Springs, Colorado, USA
GENIE TRECVID 2011 Multimedia Event Detection:
Late-Fusion Approaches to Combine
Multiple Audio-Visual Features (2011) [PDF]
A.G.A. Perera, S. Oh, M. Leotta, I. Kim, B. Byun, C-H. Lee,
S. McCloskey, J. Liu, B. Miller, Z.F. Huang, A. Vahdat, W. Yang, G. Mori,
K. Tang, D. Koller, L. Fei-Fei, K. Li, G. Chen, J. Corso, Y. Fu, R. Srihari
NIST TRECVID Workshop 2011, Geithersburg, MD, USA
2012
Per-exemplar Fusion Learning for Video Retrieval and Recounting
[PDF]
Ilseo Kim, Sangmin Oh, A.G. Amitha Perera, Chin-Hui Lee
IEEE 2012 International Conference on Multimedia and Expo (ICME) (oral)
A Videography Analysis Framework for
Video Retrieval and Summarization [PDF]
Sangmin Oh*, Kang Li*, A.G. Amitha Perera, Yun Fu
British Machine Vision Conference 2012 (BMVC) (oral)
* equal contribution
Explicit Performance Metric Optimization for Fusion-based Video Retrieval [PDF]
Ilseo Kim, Sangmin Oh, Byungki Byun, A.G. Amitha Perera, Chin-Hui Lee
European Conference on Computer Vision 2012 (ECCV) Workshop on Information Fusion in Computer Vision for Concept Recognition
TRECVID 2012 GENIE: Multimedia Event Detection and
Recounting (2012) [PDF]
A.G.A. Perera, S. Oh, M. Pandey, T. Ma, A. Hoogs, A. Vahdat, K. Cannons,
H.Hajimirsadeghi, G. Mori, S. McCloskey, B. Miller, S. Venkatesh, P. Davalos,
P. Das, C. Xu, J. Corso, R. Srihari, I. Kim, Y-C. Cheng, Z. Huang, C-H. Lee,
K. Tang, Fei-Fei Li, and D. Koller.
NIST TRECVID Workshop 2012, Geithersburg, MD, USA
A Minimum Error Vanishing Point Detection Approach for Uncalibrated Monocular Images of Man-Made Environments [PDF]
Yiliang Xu, Sangmin Oh, and Anthony Hoogs
Proceedings of International Conference on Computer Vision and Pattern Recognition (CVPR) 2013.
System and Algorithms on Detection of Objects Embedded in
Perspective Geometry using Monocular Cameras [PDF]
Yiliang Xu, Sangmin Oh, Fan Yang, Zhuolin Jiang, Naresh Cuntoor,
Anthony Hoogs, and Larry Davis.
10th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS) 2013.
2013
Multimedia Event Detection with Multimodal Feature Fusion and Temporal Concept Localization [Draft PDF]
Sangmin Oh, Scott McCloskey, Ilseo Kim, Arash Vahdat, Kevin Cannons,
Hossein Hajimirsadeghi, Greg Mori, Amitha A.G. Perera,
Megha Pandey, and Jason Corso.
In Machine Vision and Applications (MVA), vol 25, pages 49-69, 2014.
Automatic Building Exterior Mapping Using Multilayer Feature Graphs [PDF]
Yan Lu, Dezhen Song, Yiliang Xu, A.G. Amitha Perera, Sangmin Oh
9th IEEE International Conference on Automation Science and Engineering (CASE) 2013
2012
2011
2010
2009
2008 - Prev
Segmental Multi-way Local Pooling for Video Recognition [PDF]
Ilseo Kim, Sangmin Oh, Arash Vahdat, Kevin Cannons,
Amitha Perera, and Greg Mori
Proceedings of ACM Multimedia (MM) 2013 (short paper)
Compositional Models for Video Event Detection: A Multiple Kernel Learning Latent Variable Approach [PDF]
Arash Vahdat, Kevin Cannons, Greg Mori, Sangmin Oh, Ilseo Kim Proceedings of International Conference on Computer Vision (ICCV) 2013
Learning Non-linear Calibration Models for Score Fusion
with Applications to Image and Video Classification [PDF]
Tianyang Ma, Sangmin Oh, Amitha Perera, Longin Jan Latecki
2nd Intl. Workshop on Large Scale Video Search and Mining (LSVSM)
in conjunction with International Conference on Computer Vision, 2013
TRECVID 2013 GENIE: Multimedia Event Detection and
Recounting (2013) [PDF]
Sangmin Oh, A. G. Amitha Perera, Ilseo Kim, Megha Pandey, Kevin Cannons, Hossein Hajimirsadeghi, Arash Vahdat, Greg Mori, Ben Miller, Scott McCloskey, You-Chi Cheng, Zhen Huang, Chin-Hui Lee, Chenliang Xu, Rohit Kumar, Wei Chen, Jason Corso, L. Fei-Fei, Daphne Koller,Vignesh Ramanathan, Kevin Tang, Armand Joulin, and Alexandre Alahi
NIST TRECVID Workshop 2013, Geithersburg, MD, USA
2014
Personalized Economy of Images on Social Forums:
An Analysis on Supply, Consumption, and Saliency [PDF]
Sangmin Oh, Megha Pandey, Ilseo Kim, Anthony Hoogs, Jeff Baumes
International Conference of Pattern Recognition (ICPR), 2014
Winner of Best Industry Award Paper
Tutorial: Emerging Topics in Human Activity Recognition
Michael Ryoo, Ivan Laptev, Greg Mori, Sangmin Oh
Conference on Computer Vision and Pattern Recognition (CVPR) 2014.
Tutorial Webpage [Link]
Tutorial: Activity Recognition for Visual Surveillance, at AVSS 2012, Beijing, China [Link to Materials]
Michael Ryoo, Sang Min Oh, Anthony Hoogs, Arslan Basharat
IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS).