Emotion space for analysis and synthesis of facial expression

S. Morishima, H. Harashima

研究成果: Conference contribution

19 引用 (Scopus)

抜粋

This paper presents a new emotion model which gives a criteria to decide human's emotion condition from the face image. Our final goal is to realize very natural and user-friendly human-machine communication environment by giving a face to computer terminal or communication system which can also understand the user's emotion condition. So it is necessary for the emotion model to express emotional meanings of a parameterized face expression and its motion quantitatively. Our emotion model is based on 5-layered neural network which has generalization and nonlinear mapping performance. Both input and output layer has the same number of units. So identity mapping can be realized and emotion space can be constructed in the middle-layer (3rd layer). The mapping from input layer to middle layer means emotion recognition and that from middle layer to output layer corresponds to expression synthesis from the emotion value. Training is performed by typical 13 emotion patterns which are expressed by expression parameters. Subjective test of this emotion space proves the propriety of this model. The facial action coding system is selected as an efficient criteria to describe delicate face expression and motion.

元の言語English
ホスト出版物のタイトルProceedings of 1993 2nd IEEE International Workshop on Robot and Human Communication, RO-MAN 1993
出版者Institute of Electrical and Electronics Engineers Inc.
ページ188-193
ページ数6
ISBN(電子版)0780314077, 9780780314078
DOI
出版物ステータスPublished - 1993 1 1
外部発表Yes
イベント2nd IEEE International Workshop on Robot and Human Communication, RO-MAN 1993 - Tokyo, Japan
継続期間: 1993 11 31993 11 5

出版物シリーズ

名前Proceedings of 1993 2nd IEEE International Workshop on Robot and Human Communication, RO-MAN 1993

Conference

Conference2nd IEEE International Workshop on Robot and Human Communication, RO-MAN 1993
Japan
Tokyo
期間93/11/393/11/5

ASJC Scopus subject areas

  • Artificial Intelligence
  • Human-Computer Interaction
  • Communication

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  • これを引用

    Morishima, S., & Harashima, H. (1993). Emotion space for analysis and synthesis of facial expression. : Proceedings of 1993 2nd IEEE International Workshop on Robot and Human Communication, RO-MAN 1993 (pp. 188-193). [367724] (Proceedings of 1993 2nd IEEE International Workshop on Robot and Human Communication, RO-MAN 1993). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ROMAN.1993.367724