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Laban movement analysis and hidden Markov models for dynamic 3D gesture recognition

Abstract In this paper, we propose a new approach for body gesture recognition. The body motion features considered quantify a set of Laban Movement Analysis (LMA) concepts. These features are used to build a dictionary of reference poses, obtained with the help of a k-medians clustering technique....

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Principais autores: Arthur Truong, Titus Zaharia
פורמט: Artigo
שפה:Inglês
יצא לאור: SpringerOpen 2017-08-01
סדרה:EURASIP Journal on Image and Video Processing
נושאים:
Laban movement analysis
Gesture recognition
Body motion descriptors
Soft assignment
Hidden Markov model
גישה מקוונת:http://link.springer.com/article/10.1186/s13640-017-0202-5
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