Interrelating physical feature of facial expression and its impression

K. Suzuki, H. Yamada, S. Hashimoto

    研究成果: Conference contribution

    2 引用 (Scopus)

    抜粋

    The purpose of this work is to analyze human perception on the basis of a model of the interrelationship between physical feature of face and its emotional impression by using a unique neural network that is able to find mapping of non-linear relationship. Human's impressions of faces can be visualized on to the two or three dimensional semantic space that is nonlinearly mapped from facial physical parameters. Additionally, by obtaining the inverse nonlinear mapping, facial expressions can be reproduced from the semantic parameters. This approach does not only show good performance compared to the conventional statistical method, but also able to map a new data that are not used at the training phase to examine the appropriateness of the obtained mapping function.

    元の言語English
    ホスト出版物のタイトルProceedings of the International Joint Conference on Neural Networks
    ページ1864-1869
    ページ数6
    3
    出版物ステータスPublished - 2001
    イベントInternational Joint Conference on Neural Networks (IJCNN'01) - Washington, DC
    継続期間: 2001 7 152001 7 19

    Other

    OtherInternational Joint Conference on Neural Networks (IJCNN'01)
    Washington, DC
    期間01/7/1501/7/19

    ASJC Scopus subject areas

    • Software

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  • これを引用

    Suzuki, K., Yamada, H., & Hashimoto, S. (2001). Interrelating physical feature of facial expression and its impression. : Proceedings of the International Joint Conference on Neural Networks (巻 3, pp. 1864-1869)