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  Automatic synthesis of sequences of human movements by linear combination of learned example patterns

Giese, M., Knappmeyer, B., & Bülthoff, H. (2002). Automatic synthesis of sequences of human movements by linear combination of learned example patterns. Biologically motivated computer vision LNCS2525, 538-547.

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Datensatz-Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-DE50-2 Versions-Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-DE51-F
Genre: Konferenzbeitrag

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 Urheber:
Giese, MA1, Autor           
Knappmeyer, B2, Autor           
Bülthoff, HH2, Autor           
Bülthoff, Herausgeber
H.H., Herausgeber
Lee, S.W., Herausgeber
Poggio, T.A., Herausgeber
Wallraven, C., Herausgeber
Affiliations:
1Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497794              
2Department Human Perception, Cognition and Action, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497797              

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 Zusammenfassung: We present a method for the synthesis of sequences of realistically looking human movements from learned example patterns. We apply this technique for the synthesis of dynamic facial expressions. Sequences of facial movements are decomposed into individual movement elements which are modeled by linear combinations of learned examples. The weights of the linear combinations define an abstract pattern space that permits a simple modification and parameterization of the style of the individual movement elements. The elements are defined in a way that is suitable for a simple automatic resynthesis of longer sequences from movement elements with different styles. We demonstrate the efficiency of this technique for the animation of a 3D head model and discuss how it can be used to generate spatio-temporally exaggerated sequences of facial expressions for psychophysical experiments on caricature effects.

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Sprache(n):
 Datum: 2002-11
 Publikationsstatus: Erschienen
 Seiten: -
 Ort, Verlag, Ausgabe: -
 Inhaltsverzeichnis: -
 Art der Begutachtung: -
 Identifikatoren: ISBN: 3-540-36181-2
URI: http://www.springerlink.com/content/eery7ene3vkt3nwk/fulltext.pdf
DOI: 10.1007/3-540-36181-2_54
BibTex Citekey: 2070
 Art des Abschluß: -

Veranstaltung

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Titel: Second International Workshop on Biologically Motivated Computer Vision (BMCV 2002)
Veranstaltungsort: Tübingen, Germany
Start-/Enddatum: -

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Titel: Biologically motivated computer vision LNCS2525
Genre der Quelle: Zeitschrift
 Urheber:
Affiliations:
Ort, Verlag, Ausgabe: Berlin, Germany : Springer
Seiten: - Band / Heft: - Artikelnummer: - Start- / Endseite: 538 - 547 Identifikator: -