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Generation of Facial Expressions from Emotion Using a Fuzzy Rule Based System

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AI 2001: Advances in Artificial Intelligence (AI 2001)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 2256))

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Abstract

We propose a fuzzy rule-based system to map representations of the emotional state of an animated agent onto muscle contraction values for the appropriate facial expressions. Our implementation pays special attention to the way in which continuous changes in the intensity of emotions can be displayed smoothly on the graphical face. The rule system we have defined implements the patterns described by psychologists and researchers dealing with facial expressions of humans, including rules for displaying blends of expressions.

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References

  1. Bui, T.D (2001), Generation of facial expression from emotion using a Fuzzy Rule Based Sytem, Technical Report, Parlevink, Faculty of Computer Science, University of Twente.

    Google Scholar 

  2. Ekman, P. and W. Friesen(1975). Unmasking the Face. Prentice Hall.

    Google Scholar 

  3. Ekman, P., and W. Friesen, Facial Action Coding System. Consulting Psychologists Press, Inc., 1978.

    Google Scholar 

  4. Galernter, D.H. (1994), The muse in the machine. NewYork: Free Press.

    Google Scholar 

  5. Hayes-Roth, B. and R. van Gent(1997), Story-making with improvisational puppets, in Proceedings of 9th Conference Uncertainty in Artificial Intelligence, pp 122–127, San Francisco, Morgan Kaufmann.

    Google Scholar 

  6. J. Hendrix, Zs. Ruttkay, P. ten Hagen, H. Noot, A. Lelievre, B. de Ruiter (2000), A facial repertoire for avatars, Proceedings of theWorkshop “Interacting Agents”, Enschede, The Netherlands.

    Google Scholar 

  7. Izard, C.E. (1971), The face of emotion, NewYork: Appleton-Century-Crofts.

    Google Scholar 

  8. Izard, C.E. (1991), The psychology of emotions, NewYork: Plenum.

    Google Scholar 

  9. Izard, C.E. (1997), Emotions and facial expressions: A perspective from Differential Emotions Theory, in J.A. Russell and J.M. Fernandez-Dols (Eds.), The Psychology of Facial Expression, Maison des Sciences de l’Homme and Cambridge University Press.

    Google Scholar 

  10. Kesteren, A.J., R. Op den Akker, M. Poel and A. Nijholt (2000), Simulation of emotions of agents in virtual environments using neural networks. In: Learning to Behave: Internalising Knowledge. Proceeding TwenteWorkshops on Language technology 18 (TWLT18).

    Google Scholar 

  11. Lee, C.C. (1990), Fuzzy Logic in control systems: Fuzzy logic controller-parts i and ii. Fuzzy Sets and Systems 15:111–128,224-240

    Google Scholar 

  12. Nijholt, A., M. van den Berk and A. van Hessen (1998), A natural language web-based dialogue system with a talking face, Proceedings Text, Speech and Dialogue. Sojka et al (eds.), Brno, Czech republic, pp 415–420.

    Google Scholar 

  13. Nijholt, A., D. Heylen and R. Vertegaal (2000), Inhabited interfaces: Attentive conversational agents that help. In: Proceedings 3rd international Conference on Disability,Virtual Reality and Associated Technologies-CDVRAT2000, Alghero, Sardinia.

    Google Scholar 

  14. Paradiso, A. and M. L’Abbate (2001), A Model for the Generation and Combination of Emotional Expressions, In: Proceedings of theWorkshop on Multimodal Communication and Context in Embodied Agents. C. Pelachaud and I. Poggi (eds.)-Autonomous Agents, Montreal, Canada.

    Google Scholar 

  15. Parke, F.I. and Waters, K. (1994) Computer Facial Animation, AK Peters. ISBN 1-56881-014-8.

    Google Scholar 

  16. Perlin, K., and A. Goldberg (1996), Improv: A system for scripting interactive actors in virtual worlds, in SIGGRAPH’96, Proceedings of the 23rd Annual Conference on Computer Graphics, pp 205–216, NewYork, ACM Press.

    Google Scholar 

  17. Perlin, K. (1997), Layered compositing of facial expression, SIGGRAPH’97 Technical Sketch, NewYork University Media Research Lab. Available: <http://mrl.nyu.edu/improv/sig97-sketch/>.

  18. F. Pighin, J. Hecker, D. Lischinski, R. Szeliski, and D. Salesin (1998), Synthesizing realistic facial expressions from photographs, in SIGGRAPH 98 Conference Proceedings, pages 75–84, ACM SIGGRAPH, July 1998.

    Google Scholar 

  19. Plutchik, R. (1962), The emotions: Facts, theories, and a new model, NewYork: Random House.

    Google Scholar 

  20. Prevost, S. and C. Pelachaud. (1995). Talking Heads: Physical, Linguistic and Cognitive Issues in Facial Animation. Course Notes for Computer Graphics International 1995, Leeds, UK

    Google Scholar 

  21. Russell, J.A. and J.M. Fernández-Dols (1997), The meaning of Faces, in J.A. Russell and J.M. Fernandez-Dols (Eds.), The Psychology of Facial Expression, Maison des Sciences de l’Homme and Cambridge University Press.

    Google Scholar 

  22. Stern, A., A. Frank, and B. Resner(1998), Virtual Petz:A hybrid approach to creating autonomous, lifelike Dogz and Catz, in Proceedings of the Second International Conference on Autonomous Agents, AGENTS98, pp 334–335, NewYork, ACM Press.

    Google Scholar 

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© 2001 Springer-Verlag Berlin Heidelberg

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Bui, T.D., Heylen, D., Poel, M., Nijholt, A. (2001). Generation of Facial Expressions from Emotion Using a Fuzzy Rule Based System. In: Stumptner, M., Corbett, D., Brooks, M. (eds) AI 2001: Advances in Artificial Intelligence. AI 2001. Lecture Notes in Computer Science(), vol 2256. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45656-2_8

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  • DOI: https://doi.org/10.1007/3-540-45656-2_8

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-42960-9

  • Online ISBN: 978-3-540-45656-8

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