Software

Moving Objects Tracking in Video by Graph Cuts and Parameter Motion Model

Free registration required

Executive Summary

The tracking of moving objects in a video sequence is an important task in different domains such as video compression, video surveillance and object recognition. In this paper, the authors propose an approach for integrated tracking and segmentation of moving objects from image sequences where the camera is in movement. This approach is based on the calculation of minimal cost of a cut in a graph "Graph Cuts" and the 2D parametric motion models estimated between successive images. The algorithm takes advantage of smooth optical flow which is modeled by affine motion and graph cuts in order to reach maximum precision and overcome inherent problems of conventional optical flow algorithms. Their method is simple to implement and effective.

  • Format: PDF
  • Size: 1054.72 KB