Regression-based human motion capture from voxel data

A regression based method is proposed to recover human body pose from 3D voxel data. In order to do this we need to convert the voxel data into a feature vector. This is done using a Bayesian approach based on Mixture of Probabilistic PCA that transforms a collection of 3D shape context descriptors,...

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Bibliographic Details
Main Authors: Sun, Y, Bray, M, Thayananthan, A, Yuan, B, Torr, PHS
Format: Conference item
Language:English
Published: British Machine Vision Association 2006