Proceedings of the 2014 International Workshop on Movement and Computing 2014
DOI: 10.1145/2617995.2618026
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Towards a Live Dance Improvisation between an Avatar and a Human Dancer

Abstract: This paper presents an attempt to generate novel dance movement based on motion captured human dance. Captured movements are analyzed statistically using nonlinear principal component analysis in order to create a "map" of observed poses. A method for automatically exploring the map by generating random trajectories is then presented, constituting a kind of improvisation. The result is an animated avatar that exhibits creative and novel movements in the style of its teacher, and paves the way towards a fully i… Show more

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Cited by 5 publications
(1 citation statement)
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“…Our approach to kinetic AI builds upon a technique for generating novel movements by analysing and extending movements captured from a human dancer [1]. The method can be summarised as follows.…”
Section: Pose Mapsmentioning
confidence: 99%
“…Our approach to kinetic AI builds upon a technique for generating novel movements by analysing and extending movements captured from a human dancer [1]. The method can be summarised as follows.…”
Section: Pose Mapsmentioning
confidence: 99%