Covariance tracking algorithm based on particle filter and adaptive template update

Abstract

The region descriptor and template update strategy are the keys of object tracking algorithm. In the paper, we proposed an adaptive template update method based on region covariance descriptor to track the object in a complex circumstance using particle filter. We experimented the proposed approach on people in video sequences, and experimental results show that this method has better performance.