MULTI-MODE REPRESENTATION OF MOTION DATA

Björn Krüger, Jochen Tautges, Andreas Weber

Abstract

We investigate the use of multi-linear models to represent human motion data. We show that naturally occurring modes in several classes of motion can be used to efficiently represent the motions for various animation tasks, such as dimensionality reduction or synthesis of new motions by morphing. We show that especially for the approximations of motions by few components the reduction based on a multi-linear model can be considerably better than one obtained by principal component analysis (PCA).

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Paper Citation


in Harvard Style

Krüger B., Tautges J. and Weber A. (2007). MULTI-MODE REPRESENTATION OF MOTION DATA . In Proceedings of the Second International Conference on Computer Graphics Theory and Applications - Volume 2: GRAPP, ISBN 978-972-8865-72-6, pages 21-29. DOI: 10.5220/0002079200210029


in Bibtex Style

@conference{grapp07,
author={Björn Krüger and Jochen Tautges and Andreas Weber},
title={MULTI-MODE REPRESENTATION OF MOTION DATA},
booktitle={Proceedings of the Second International Conference on Computer Graphics Theory and Applications - Volume 2: GRAPP,},
year={2007},
pages={21-29},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002079200210029},
isbn={978-972-8865-72-6},
}


in EndNote Style

TY - CONF
JO - Proceedings of the Second International Conference on Computer Graphics Theory and Applications - Volume 2: GRAPP,
TI - MULTI-MODE REPRESENTATION OF MOTION DATA
SN - 978-972-8865-72-6
AU - Krüger B.
AU - Tautges J.
AU - Weber A.
PY - 2007
SP - 21
EP - 29
DO - 10.5220/0002079200210029