Learning to look at humans - What are the parts of a moving body?

Abstract

We present a system that can segment articulated, non-rigid motion without a priori knowledge of the number of clusters present in the analyzed scenario. We combine existing algorithms for tracking and extend clustering techniques by a self-tuning heuristic. Application to video sequences of humans shows good segmentation into limbs. © 2008 Springer-Verlag.