Detection of Unnatural Movement Using Epitomic Analysis

Abstract

Epitomic analysis, a recent statistical approach to form a generative model, has been applied to image, video and audio processing applications. We apply the epitomic analysis to motion capture data and define it as a motion epitome, a probabilistic model representing a finite set of primitive movements which retain various lengths of local dynamics. We… (More)
DOI: 10.1109/ICMLA.2008.138
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@article{Kim2008DetectionOU, title={Detection of Unnatural Movement Using Epitomic Analysis}, author={Wooyoung Kim and James M. Rehg}, journal={2008 Seventh International Conference on Machine Learning and Applications}, year={2008}, pages={271-276} }