3-D emotion space for interactive communication

Fumio Kawakam, Motohiro Ohkura, Hiroshi Yamada, Hiroshi Harashima, Shigeo Morishima

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, the methods for modeling facial expression and emotion arc proposed. This Emotion Model, called 3-D Emotion Space can represent both human and computer emotion conditions appearing on the face as a coordinate in the 3-D Space. For the construction of this 3-D Emotion Space, 5-laycr neural network which is superior in non-linear mapping performance is applied. After the network training with backpropagalion to realize Identity Mapping, both mapping from facial expression parameters to the 3-D Emotion Space and inverse mapping from the Emotion Space to the expression parameters were realized. As a result a system which can analyze and synthesize the facial expression were constructed simultaneously Moreover, this inverse mapping to the facial expression is evaluated by the subjective evaluation using the synthesized expressions as test images. This evaluation result proved the high performance to describe natural facial expression and emotion condition with this model.

Original languageEnglish
Title of host publicationLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
PublisherSpringer Verlag
Pages471-478
Number of pages8
Volume1024
ISBN (Print)9783540606970
DOIs
Publication statusPublished - 1995
Externally publishedYes
Event3rd International Computer Science Conference, ICSC 1995 - Hong Kong, Hong Kong
Duration: 1995 Dec 111995 Dec 13

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume1024
ISSN (Print)03029743
ISSN (Electronic)16113349

Other

Other3rd International Computer Science Conference, ICSC 1995
CountryHong Kong
CityHong Kong
Period95/12/1195/12/13

ASJC Scopus subject areas

  • Computer Science(all)
  • Theoretical Computer Science

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