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Expression Animation of Interactive Virtual Humans Based on HMM Emotion Model

  • Guojiang Wang
  • Zhiliang Wang
  • Xiuyan Meng
  • Shaodong Teng
  • Yinggang Xie
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 3942)

Abstract

Emotion plays an essential role in adaptation and social communication in organism. Similarly, appropriately timed and clearly expressed emotion is a central required for believable interactive virtual humans. Presently, incorporating emotion into virtual humans is gain increasing attention in academia and industry. This strong interest is driven by a wide spectrum of promising applications in many areas such as virtual reality, e-learning, entertainment, etc.This paper discusses a system that allows the design of emotion for interactive virtual human. We introduce an emotion model of artificial psychology, in which the transition of emotion can be viewed as a Morkov process and the relation of between emotion and mood can be describes by Hidden Morkov Model (HMM). In order to demonstrate the approach, we integrate the emotion model into a system composed of voice recognition and a realistic facial model. Thus, the model can be used for generating a variety of emotional expression of autonomous, interactive virtual humans.

Keywords

Facial Expression Hide State Observation Sequence Voice Recognition Virtual Human 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2006

Authors and Affiliations

  • Guojiang Wang
    • 1
  • Zhiliang Wang
    • 1
  • Xiuyan Meng
    • 1
  • Shaodong Teng
    • 1
  • Yinggang Xie
    • 1
  1. 1.School of Information and EngineeringUniversity of Science and TechnologyBeijingChina

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