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Summary
I am a graduate student in the Vision group at USC with Prof.Ram Nevatia.
My research interests include Computer Vision, Artificial Intelligence and Knowledge Representation.
More specifically, I am interested in developing models and algorithms for bridging the semantic gap between
low-level vision and other sensory data to high-level semantic concepts like objects, events etc.
2008
- View and Scale Invariant Action Recognition Using Multiview Shape-Flow Models (CVPR 2008)
Pradeep Natarajan and Ramakant Nevatia.
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- Online, Real-time Tracking and Recognition of Actions (WMVC 2008)
Pradeep Natarajan and Ramakant Nevatia.
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2007
- Hierarchical Multi-channel Hidden Semi Markov Models (IJCAI 2007)
Pradeep Natarajan and Ramakant Nevatia.
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- Coupled Hidden Semi Markov Models for Activity Recognition (WMVC 2007)
Pradeep Natarajan and Ramakant Nevatia.
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2005
- EDF: A Framework for Semantic Annotation of Video (SKCV-ICCV 2005)
Pradeep Natarajan and Ramakant Nevatia.
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- A Machine Learning Approach to Ontology Matching (Technical Report, CS548)
Pradeep Natarajan.
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2004
- A Hierarchical Video Event Ontology in OWL (ARDA Report 2004)
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- Camera Localization methods for Intelligent Room Systems using RF and Stereo Vision Techniques (SPIE 2004)
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2003
- Efficient Human Form Extraction and Pattern Matching Algorithms for Gait Recognition (B.Tech Thesis, Speech Vision Lab, IIT-Madras 2003)
Pradeep Natarajan and Yegnanarayana.
2002
- An Empirical Framework to Evaluate Performance of Dissimilarity Metrics in Content-Based Image Retrieval Systems (Technical Report, Center for Artificial Intelligence and Robotics, Bangalore 2002)
Hetunandan M.Kamichetty, Pradeep Natarajan, Subrata Rakshit.
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