Nandita M. Nayak, Ph.D.
Affiliations: | 2014 | Computer Science | University of California, Riverside, Riverside, CA, United States |
Area:
Computer ScienceGoogle:
"Nandita Nayak"Parents
Sign in to add mentor| Amit K. Roy-Chowdhury | grad student | 2014 | UC Riverside | |
| (Graphical Models for Wide-Area Activity Analysis in Continuous Videos.) | ||||
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Publications
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| Yingying Zhu, Nayak NM, Roy-Chowdhury AK. (2015) Context-Aware Activity Modeling Using Hierarchical Conditional Random Fields. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 1360-72 |
| Nayak NM, Zhu Y, Chowdhury AK. (2015) Hierarchical graphical models for simultaneous tracking and recognition in wide-area scenes. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 24: 2025-36 |
| Nayak NM, Roy-Chowdhury AK. (2014) Learning a sparse dictionary of video structure for activity modeling 2014 Ieee International Conference On Image Processing, Icip 2014. 4892-4896 |
| Nayak NM, Zhu Y, Roy-Chowdhury AK. (2013) Exploiting spatio-temporal scene structure for wide-area activity analysis in unconstrained environments Ieee Transactions On Information Forensics and Security. 8: 1610-1619 |
| Zhu Y, Nayak NM, Roy-Chowdhury AK. (2013) Context-aware activity recognition and anomaly detection in video Ieee Journal On Selected Topics in Signal Processing. 7: 91-101 |
| Zhu Y, Nayak NM, Roy-Chowdhury AK. (2013) Context-aware modeling and recognition of activities in video Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2491-2498 |
| Nayak NM, Zhu Y, Roy-Chowdhury AK. (2013) Vector field analysis for multi-object behavior modeling Image and Vision Computing. 31: 460-472 |
| Zhu Y, Nayak N, Gaur U, et al. (2013) Modeling multi-object interactions using "string of feature graphs" Computer Vision and Image Understanding. 117: 1313-1328 |
| Zhu Y, Nayak NM, Roy-Chowdhury A. (2012) The role of spatial context in activity recognition Acm International Conference Proceeding Series |
| Nayak NM, Kamal AT, Roy-Chowdhury AK. (2011) Vector field analysis for motion pattern identification in video Proceedings - International Conference On Image Processing, Icip. 2089-2092 |