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This paper presents a framework for hierarchical 3D articulated human body-part tracking and action classification. We introduce a Hierarchical Annealing Particle Filter (H-APF) algorithm, which applies nonlinear dimensionality reduction of the high dimensional data space to the low dimensional latent spaces combined with the dynamic motion model and the(More)
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