DocumentCode :
2879347
Title :
Independent component analysis and synthesis of human motion
Author :
Mori, Hiroshi ; Hoshino, Jun´ichi
Author_Institution :
University of Tsukuba, Japan
Volume :
4
fYear :
2002
fDate :
13-17 May 2002
Abstract :
Editing human motion signals are difficult because of its multi-dimensional nature. In this paper, we propose a new method for analysis and synthesis of human motion using ICA. We extract several independent motion signals from human movement. The result of the extracted motion signal corresponds to the perceptually meaningful motion features that characterize the complex human actions. We show that generating various human motions can be much easier by editing motion feature extracted by ICA.
Keywords :
Principal component analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing (ICASSP), 2002 IEEE International Conference on
Conference_Location :
Orlando, FL, USA
ISSN :
1520-6149
Print_ISBN :
0-7803-7402-9
Type :
conf
DOI :
10.1109/ICASSP.2002.5745425
Filename :
5745425
Link To Document :
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