I s a a c  C O H E N 

 

 

Ground-based Video Surveillance

 

 

   

D e s c r i p t i o n 

 

We focus on developing new methods for continuous tracking of moving objects observed by multiple, heterogeneous cameras. Our approach simultaneously processes video streams from stationary and Pan-Tilt-Zoom cameras. The detection of moving objects from moving camera streams is performed by defining an adaptive background model that takes into account the camera motion approximated by an affine transformation. We address the tracking problem by separately modeling motion and appearance of the moving objects using probabilistic models.

S t u d e n t s 

 

  • Jinman Kang

R e s u l t s 

 

Two stationary cameras

Original videos Integrated trajectories

Stationary and moving cameras

Original videos Integrated trajectories

P u b l i c a t i o n s