Human Pose Estimation from Polluted Silhouettes Using Sub-manifold Voting Strategy

Abstract

In this paper, we introduce a framework of human pose estimation from polluted silhouettes due to occlusions or shadows. Since the body pose (and configuration) can be estimated by partial components of the silhouette, a robust statistical method is applied to extract useful information from these components. In this method a Gaussian Process model is used… (More)
DOI: 10.1007/11821045_6

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