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Research

Current Topics of Research:  

  • Vision-based Crowd Analysis
    • Pedestrian detection and tracking in crowded scenes
    • Study social behavior of groups in crowds 
  • Low-level Image Features for Object Detection and Matching
    • Salient region detector
  • Statistical Models and Learning
    • Spatial models
    • Sampling methods for efficient inference
 

Previous Topics of Research:  

  • Video Enhancement
    • Video stabilization on GPU