Real-Time Object Tracking from a Moving Video Camera: A Software Approach on a PC

  • Authors:
  • Yoav Rosenberg;Michael Werman

  • Affiliations:
  • -;-

  • Venue:
  • WACV '98 Proceedings of the 4th IEEE Workshop on Applications of Computer Vision (WACV'98)
  • Year:
  • 1998

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Abstract

We demonstrate a real time system for image registrationand moving object detection. The algorithm is based on describingthe displacement of a point as a probability distributionover a matrix of possible displacements. A smallset of randomly selected points is used to compute the registrationparameters. Moving object detection is based onthe consistency of the probabilistic displacement of imagepoints with the global image motion.