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Flexible editing of human motion by three‐way decomposition
Author(s) -
He Zhiying,
Liang Xiaohui,
Wang Jian,
Zhao Qinping,
Guo Chengyu
Publication year - 2013
Publication title -
computer animation and virtual worlds
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.225
H-Index - 49
eISSN - 1546-427X
pISSN - 1546-4261
DOI - 10.1002/cav.1534
Subject(s) - computer science , motion (physics) , generative grammar , identity (music) , generative model , style (visual arts) , human motion , human–computer interaction , artificial intelligence , decomposition , image editing , image (mathematics) , aesthetics , visual arts , art , ecology , philosophy , biology
This paper proposes a new generative model for flexible editing of human motion. Different from previous work, three intuitive factors of motion, namely, content, identity and style, can be manipulated directly with the new model. With the new generative model, motion editing can be achieved in various aspects, including transferring an unknown style from an actor to another, synthesizing other styles for an unknown actor and generating a new motion with other content. Copyright © 2013 John Wiley & Sons, Ltd.