A Probabilistic Model of Motor Resonance for Embodied Gesture Perception

Sadeghipour A, Kopp S (2009)
In: Intelligent Virtual Agents. Ruttkay Z, Kipp M, Nijholt A, Vilhjamsson H (Eds);5773. Berlin, Heidelberg: Springer: 90-103.

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Conference Paper | Published | English
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Ruttkay, Zsófia ; Kipp, Michael ; Nijholt , Anton ; Vilhjamsson, Hannes
Abstract
Basic communication and coordination mechanisms of human social interaction are assumed to be mediated by perception-action links. These links ground the observation and understanding of others in one's own action generation system, as evidenced by immediate motor resonances to perceived behavior. We present a model to endow virtual embodied agents with similar properties of embodied perception. With a focus of hand-arm gesture, the model comprises hierarchical levels of motor representation (commands, programs, schemas) that are employed and start to resonate probabilistically to visual stimuli of a demonstrated movement. The model is described and evaluation results are provided.
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Intelligent Virtual Agents
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Amsterdam, Netherlands
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Sadeghipour A, Kopp S. A Probabilistic Model of Motor Resonance for Embodied Gesture Perception. In: Ruttkay Z, Kipp M, Nijholt A, Vilhjamsson H, eds. Intelligent Virtual Agents. Vol 5773. Berlin, Heidelberg: Springer; 2009: 90-103.
Sadeghipour, A., & Kopp, S. (2009). A Probabilistic Model of Motor Resonance for Embodied Gesture Perception. In Z. Ruttkay, M. Kipp, A. Nijholt, & H. Vilhjamsson (Eds.), Intelligent Virtual Agents (Vol. 5773, pp. 90-103). Berlin, Heidelberg: Springer.
Sadeghipour, A., and Kopp, S. (2009). “A Probabilistic Model of Motor Resonance for Embodied Gesture Perception” in Intelligent Virtual Agents, ed. Z. Ruttkay, M. Kipp, A. Nijholt, and H. Vilhjamsson, vol. 5773, (Berlin, Heidelberg: Springer), 90-103.
Sadeghipour, A., & Kopp, S., 2009. A Probabilistic Model of Motor Resonance for Embodied Gesture Perception. In Z. Ruttkay, et al., eds. Intelligent Virtual Agents. no.5773 Berlin, Heidelberg: Springer, pp. 90-103.
A. Sadeghipour and S. Kopp, “A Probabilistic Model of Motor Resonance for Embodied Gesture Perception”, Intelligent Virtual Agents, Z. Ruttkay, et al., eds., vol. 5773, Berlin, Heidelberg: Springer, 2009, pp.90-103.
Sadeghipour, A., Kopp, S.: A Probabilistic Model of Motor Resonance for Embodied Gesture Perception. In: Ruttkay, Z., Kipp, M., Nijholt , A., and Vilhjamsson, H. (eds.) Intelligent Virtual Agents. 5773, p. 90-103. Springer, Berlin, Heidelberg (2009).
Sadeghipour, Amir, and Kopp, Stefan. “A Probabilistic Model of Motor Resonance for Embodied Gesture Perception”. Intelligent Virtual Agents. Ed. Zsófia Ruttkay, Michael Kipp, Anton Nijholt, and Hannes Vilhjamsson. Berlin, Heidelberg: Springer, 2009.Vol. 5773. 90-103.
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