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Towards soundpainting gesture recognition

Pellegrini, Thomas and Guyot, Patrice and Angles, Baptiste and Mollaret, Christophe and Mangou, Christophe Towards soundpainting gesture recognition. (2014) In: Audio Mostly - AM 2014, 1 October 2014 - 3 October 2014 (Aalborg, Denmark).

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Official URL: http://dx.doi.org/10.1145/2636879.2636899

Abstract

In this article, we describe our recent research activities on gesture recognition for soundpainting applications. Soundpainting is a multidisciplinary live composing sign language for musicians, actors, dancers, and visual artists. These gestures are produced by a soundpainter, which plays the role of a conductor, in order to lead a live performance. Soundpainting gestures are normalized and well defined, thus they are a very interesting case study in automatic gesture recognition. We describe a first gesture recognition system based on hidden Markov Models. We also report on the creation of a pilot corpus of soundpainting RGB/depth videos. The use of a computer could have many interesting applications listed in the paper. These applications are not limited to live performance, in which the computer would act as a performer. It could also help to investigate the balance between improvisation and planned creation in the particular context of soundpainting.

Item Type:Conference or Workshop Item (Paper)
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
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Deposited By: IRIT IRIT
Deposited On:24 Apr 2015 06:46

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