Guruprasad Somasundaram, Ph.D.
Affiliations: | 2012 | Computer Science | University of Minnesota, Twin Cities, Minneapolis, MN |
Area:
Computer Science, RoboticsGoogle:
"Guruprasad Somasundaram"Parents
Sign in to add mentor| Nikolaos Papanikolopoulos | grad student | 2012 | UMN | |
| (Global Self-Similarity and Saliency Measures Based on Sparse Representations for Classification of Objects and Spatio-temporal Sequences.) | ||||
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Publications
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| Somasundaram G, Cherian A, Morellas V, et al. (2014) Action recognition using global spatio-temporal features derived from sparse representations Computer Vision and Image Understanding. 123: 1-13 |
| Somasundaram G, Sivalingam R, Morellas V, et al. (2013) Classification and counting of composite objects in traffic scenes using global and local image analysis Ieee Transactions On Intelligent Transportation Systems. 14: 69-81 |
| Dancs J, Sivalingam R, Somasundaram G, et al. (2013) Recognition of ballet micro-movements for use in choreography Ieee International Conference On Intelligent Robots and Systems. 1162-1167 |
| Somasundaram G, Morellas V, Papanikolopoulos N, et al. (2012) Object classification in traffic scenes using multiple spatio-temporal features 2012 20th Mediterranean Conference On Control and Automation, Med 2012 - Conference Proceedings. 1536-1541 |
| Sivalingam R, Somasundaram G, Bhatawadekar V, et al. (2012) Sparse representation of point trajectories for action classification Proceedings - Ieee International Conference On Robotics and Automation. 3601-3606 |
| Somasundaram G, Morellas V, Papanikolopoulos N. (2012) Object classification with efficient global self-similarity descriptors based on sparse representations Proceedings - International Conference On Image Processing, Icip. 2165-2168 |
| Sivalingam R, Somasundaram G, Morellas V, et al. (2010) Dictionary learning based object detection and counting in traffic scenes Icdsc - 4th Acm/Ieee International Conference On Distributed Smart Cameras. 42-48 |
| Somasundaram G, Morellas V, Papanikolopoulos N. (2009) Counting pedestrians and bicycles in traffic scenes Ieee Conference On Intelligent Transportation Systems, Proceedings, Itsc. 299-304 |
| Fiore L, Somasundaram G, Drenner A, et al. (2008) Optimal camera placement with adaptation to dynamic scenes Proceedings - Ieee International Conference On Robotics and Automation. 956-961 |
| Fiore L, Fehr D, Bodor R, et al. (2008) Multi-camera human activity monitoring Journal of Intelligent and Robotic Systems: Theory and Applications. 52: 5-43 |