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Sample Research
Projects
Research in Intelligent Systems
- Computer Vision and Pattern Recognition
- Object/target recognition and image segmentation
- Dynamic scene and motion analysis
- Physics-based models and sensor fusion
- Sensor networks and applications
- 3-D model acquisition and refinement from video
- VLSI implementations
- Machine Learning and Data Mining
- Synthesizing recognition system architectures, features, strategies
- Closed-loop object recognition
- Learning segmentation, feature extraction, concepts, recognition strategies
- Behavior learning
- Multi-strategy learning techniques
- Intent recognition
- Complex pattern Learning
- Image and Video Databases
- Relevance feedback for feature selection, online indexing, content-based image retrieval
- Exploitation of meta knowledge for online indexing, perceptual partitioning of databases
- Semantic concept learning from video
- Personalized information synthesis from multi-media data
- Biometrics and Security
- Multi-modal human ID
- Face (3D) and face profile recognition
- Ear recognition in 3-D
- Gait recognition
- Fingerprint recognition
- Integrated recognition at various levels of access
- Network Intrusion
- Intrusion detection
- Pattern matching
- Online corrective actions
- Interdisciplinary Projects
- Bioinformatics
- Wireless video sensor networks
- Biologically motivated computational models
- Performance modeling and prediction
- Biological databases
- Handling uncertainty in databases
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