View-based active appearance models

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

    Abstract

    We demonstrate that a small number of 2D statistical models are sufficient to capture the shape and appearance of a face from any viewpoint (full profile to front-to-parallel). Each model is linear and can be matched rapidly to new images using the active appearance model algorithm. We show how such a set of models can be used to estimate head pose, to track faces through large angles of head rotation and to synthesize faces from unseen viewpoints. © 2000 IEEE.
    Original languageEnglish
    Title of host publicationProceedings - 4th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2000|Proc. - IEEE Int. Conf. Autom. Face Gesture Recogn., FG
    Place of PublicationGrenoble, France
    PublisherIEEE Computer Society
    Pages227-232
    Number of pages5
    ISBN (Print)0769505805, 9780769505800
    DOIs
    Publication statusPublished - 2000
    Event4th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2000 - Grenoble
    Duration: 1 Jul 2000 → …

    Conference

    Conference4th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2000
    CityGrenoble
    Period1/07/00 → …

    Keywords

    • Peer Reviewed Conference

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