Body Movements for Affective Expression: A Survey of Automatic Recognition and Generation

被引:149
作者
Karg, Michelle [1 ]
Samadani, Ali-Akbar [1 ]
Gorbet, Rob [2 ]
Kuehnlenz, Kolja [3 ]
Hoey, Jesse [4 ]
Kulic, Dana [1 ]
机构
[1] Univ Waterloo, Dept Elect & Comp Engn, Waterloo, ON N2L 3G1, Canada
[2] Univ Waterloo, Ctr Knowledge Integrat, Waterloo, ON N2L 3G1, Canada
[3] Coburg Univ Appl Sci & Arts, Dept EE & CS, Coburg, Germany
[4] Univ Waterloo, David R Cheriton Sch Comp Sci, Waterloo, ON N2L 3G1, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Movement analysis; recognition of affective expressions; generation of affective expressions; POINT-LIGHT DISPLAYS; FACIAL EXPRESSION; EMOTION RECOGNITION; BODILY EXPRESSIONS; COPYING BEHAVIOR; MOTION CAPTURE; GAIT PATTERNS; PERCEPTION; GESTURE; SEX;
D O I
10.1109/T-AFFC.2013.29
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Body movements communicate affective expressions and, in recent years, computational models have been developed to recognize affective expressions from body movements or to generate movements for virtual agents or robots which convey affective expressions. This survey summarizes the state of the art on automatic recognition and generation of such movements. For both automatic recognition and generation, important aspects such as the movements analyzed, the affective state representation used, and the use of notation systems is discussed. The survey concludes with an outline of open problems and directions for future work.
引用
收藏
页码:341 / U157
页数:24
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