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Michelle Karg , University of Waterloo, Waterloo
Ali-Akbar Samadani , University of Waterloo, Waterloo
Rob Gorbet , University of Waterloo, Waterloo
Kolja Kühnlenz , Technical University of Munich, Munich
Jesse Hoey , University of Waterloo, Waterloo
Dana Kulic , University of Waterloo, Waterloo
ABSTRACT
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. The 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 states representation used, and the use of notation systems is discussed. The survey concludes with an outline of open problems and directions for future work.
INDEX TERMS
Human computer interaction, Modulation, Encoding, Computational modeling, Physiology, Systematics, Robots, Gesture, Gesture
CITATION
Michelle Karg, Ali-Akbar Samadani, Rob Gorbet, Kolja Kühnlenz, Jesse Hoey, Dana Kulic, "Body Movements for Affective Expression: A Survey of Automatic Recognition and Generation", IEEE Transactions on Affective Computing, , no. 1, pp. 1, PrePrints PrePrints, doi:10.1109/T-AFFC.2013.29
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