skip to main content
10.1145/1877826.1877828acmconferencesArticle/Chapter ViewAbstractPublication Pagesicmi-mlmiConference Proceedingsconference-collections
keynote

Automated analysis of non-verbal affective and social behaviour

Published:29 October 2010Publication History

ABSTRACT

This keynote introduces recent research on the automated analysis of non-verbal expressive gesture and of expressive social interaction in groups of users, for applications in novel multimodal interfaces and emerging User-Centric Media.

References

  1. De Meijer, M., 1989. The contribution of general features of body movement to the attribution of emotions. J. of Nonverbal Behavior, 13, 247--268.Google ScholarGoogle ScholarCross RefCross Ref
  2. Wallbott H. G., 1998. Bodily expression of emotion. Eur. J. Soc. Psychol, 28:879--896.Google ScholarGoogle ScholarCross RefCross Ref
  3. Boone R. T., Cunningham J. G., 1998. Children's decoding of emotion in expressive body movement: The development of cue attunement. Developmental Psychology, 34:1007--1016.Google ScholarGoogle ScholarCross RefCross Ref
  4. Laban R., Lawrence F. C., 1947. Effort. Macdonald & Evans Ltd., London.Google ScholarGoogle Scholar
  5. Camurri, A., Lagerlöf, I., Volpe, G., 2003. Recognizing emotion from dance movement: Comparison of spectator recognition and automated techniques. Intl. J. Human-Computer Studies, Elsevier, 59:213--225. Google ScholarGoogle ScholarDigital LibraryDigital Library
  6. Camurri, A., De Poli, G., Leman, M., Volpe, G., 2005. Toward Communicating Expressiveness and Affect in Multimodal Interactive Systems for Performing Art and Cultural Applications. IEEE Multimedia, 12(1): 43--53, IEEE CS Press. Google ScholarGoogle ScholarDigital LibraryDigital Library
  7. Kapur, A., Kapur, A., Virji-Babul, N., Tzanetakis, G., Driessen, P. F., 2005. Gesture-Based Affective Computing on Motion Capture Data. LNCS 3784:1, Springer Verlag. Google ScholarGoogle ScholarDigital LibraryDigital Library
  8. Bernhardt, D., Robinson, P., 2007. Detecting Affect from Non-stylised Body Motions. LNCS 4738:59, Springer Verlag. Google ScholarGoogle ScholarDigital LibraryDigital Library
  9. Pentland A., 2007. Social signal processing. IEEE Signal Processing Magazine, 24(4):108--111.Google ScholarGoogle ScholarCross RefCross Ref
  10. A. Vinciarelli, M. Pantic, H. Bourland, and A. Pentland, "Social signals, their function, and automatic analysis: a survey", in Proc. 10th International Conference on Multimodal Interfaces, ICMI08, pp. 61--68. ACM, Oct. 2008. Google ScholarGoogle ScholarDigital LibraryDigital Library
  11. Dong, W., Lepri, B., Cappelletti, A., Pentland, A., Pianesi, F., Zancanaro, M., 2007. Using the influence model to recognize functional roles in meetings. In Proc. 9th Intl. ACM Conf. on Multimodal Interfaces, 271--278. Google ScholarGoogle ScholarDigital LibraryDigital Library
  12. De Rosis, F, Cavalluzzi, A., Mazzotta, I., Novielli, N., 2005. Can embodied conversational agents induce empathy in users? In Proceedings of AISB 05, Virtual Social Character Symposium.Google ScholarGoogle Scholar
  13. G. Varni, M. Mancini, G. Volpe, A. Camurri (2010) A system for mobile active music listening based on social interaction and embodiment, ACM Mobile Networks and Applications Intl Journal (ACM MONET), (In Press). Google ScholarGoogle ScholarDigital LibraryDigital Library
  14. G. Varni, G. Volpe, A. Camurri (2010) A System for Real-Time Multimodal Analysis of Nonverbal Affective Social Interaction in User-Centric Media. IEEE Transactions on Multimedia, Vol.12, No.6, (In Press). Google ScholarGoogle ScholarDigital LibraryDigital Library
  15. Camurri A., Coglio A., 1998. An Architecture for Emotional Agents. IEEE Multimedia, Oct-Dec 1998, 24--33, IEEE CS Press. Google ScholarGoogle ScholarDigital LibraryDigital Library

Index Terms

  1. Automated analysis of non-verbal affective and social behaviour

    Recommendations

    Comments

    Login options

    Check if you have access through your login credentials or your institution to get full access on this article.

    Sign in
    • Article Metrics

      • Downloads (Last 12 months)3
      • Downloads (Last 6 weeks)1

      Other Metrics

    PDF Format

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader