MULTI-MODE REPRESENTATION OF MOTION DATA

Björn Krüger; Jochen Tautges; Andreas Weber

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Paper

MULTI-MODE REPRESENTATION OF MOTION DATA

Topics: Animation Algorithms and Techniques; Animation from Motion Capture; Character Animation

In Proceedings of the Second International Conference on Computer Graphics Theory and Applications - Volume 1: GRAPP, 21-29, 2007 , Barcelona, Spain

Authors: Björn Krüger ; Jochen Tautges and Andreas Weber

Affiliation: Institut für Informatik II, Universität Bonn, Germany

Keyword(s): Motion Capture, N -Mode SVD, Dynamic Time Warping, Motion Synthesis.

Related Ontology Subjects/Areas/Topics: Animation Algorithms and Techniques ; Animation and Simulation ; Animation from Motion Capture ; Character Animation ; Computer Vision, Visualization and Computer Graphics

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 several formats:

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 (VISIGRAPP 2007) - Volume 1: GRAPP; ISBN 978-972-8865-72-6; ISSN 2184-4321, SciTePress, pages 21-29. DOI: 10.5220/0002079200210029

@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 (VISIGRAPP 2007) - Volume 1: GRAPP},
year={2007},
pages={21-29},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002079200210029},
isbn={978-972-8865-72-6},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the Second International Conference on Computer Graphics Theory and Applications (VISIGRAPP 2007) - Volume 1: GRAPP
TI - MULTI-MODE REPRESENTATION OF MOTION DATA
SN - 978-972-8865-72-6
IS - 2184-4321
AU - Krüger, B.
AU - Tautges, J.
AU - Weber, A.
PY - 2007
SP - 21
EP - 29
DO - 10.5220/0002079200210029
PB - SciTePress