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dc.contributor.authorPark, Ae-Ni
dc.contributor.authorMukovskiy, Albert
dc.contributor.authorOmlor, Lars
dc.contributor.authorGiese, Martin A.
dc.contributor.editorCunningham, Steve
dc.contributor.editorSkala, Václav
dc.identifier.citationWSCG '2008: Full Papers: The 16-th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision in co-operation with EUROGRAPHICS, University of West Bohemia Plzen, Czech Republic, February 4 - 7, 2008, p. 9-16.en
dc.description.abstractCharacter animation ideally combines the competing requirements of high realism and flexible automatic generation of behaviour. A method for real-time human character animation is presented, which self-organizes character behaviour with high degrees of realism by dynamic coupling of ’synergies’ that are learned from motion capture data. Based on a new algorithm for blind source separation that considers time delays, highly compact generative models of body movements are learned from motion capture data. The learned components are mapped onto stable solutions of dynamical systems applying kernel methods, resulting in a coupled network of dynamic pattern generators whose state can be updated in real-time. This new framework is applied for crowd animation and the automatic generation of interactive behaviour for multiple characters.en
dc.format8 s.cs
dc.publisherVáclav Skala - UNION Agencycs
dc.relation.ispartofseriesWSCG '2008: Full Papersen
dc.rights© Václav Skala - UNION Agencyen
dc.subjectanimace postavcs
dc.subjectsyntéza pohybucs
dc.subjectseparace slepého zdrojecs
dc.subjectdynamický systémcs
dc.titleSynthesis of Character Behaviour by Dynamic Interaction of Synergies Learned from Motion Capture Dataen
dc.typekonferenční příspěvekcs
dc.subject.translatedcharacter animationen
dc.subject.translatedmotion synthesisen
dc.subject.translatedblind source separationen
dc.subject.translateddynamic systemen
Appears in Collections:WSCG '2008: Full Papers

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Please use this identifier to cite or link to this item: http://hdl.handle.net/11025/10913

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