2014
DOI: 10.12785/amis/080155
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Representation and Symbolization of Motion Captured Human Action by Locality Preserving Projections

Abstract: Abstract:Human motion analysis and assessment are important in determining Parkinsons disease and stroke, or in measuring skill quality in basic motions. Reduced space is useful in representing motion segments and finding basic behavioral patterns for humanoid robot control using the modularized approach. In the current paper, we represent motion-captured data of human action in a reduced space of nonlinear degrees of freedom in which the original motion is characterized. First, we represent high-dimensional d… Show more

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