Verifying a user in a personal face space

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    3 Citations (Scopus)

    Abstract

    For user verification on a personal digital assistant (PDA), a fast and simple system is developed. In the enrollment phase, face detection and registration are done by a Viola-Jones based method, taking advantage of its accuracy and speed. The face feature vectors obtained this way are then used to build up a face space specific to the user by principal component analysis (PCA). Furthermore, the face variations caused by small registration shifts are also modeled, in order to better capture the variation in the face space, and simplify the enrollment. Current experiments show that this system is fast, efficient, and accurate.
    Original languageUndefined
    Title of host publicationProceedings of the Ninth International Conference on Control, Automation, Robotics and Vision (ICARCV)
    Place of PublicationUSA
    PublisherIEEE Computer Society
    Pages197-200
    Number of pages4
    ISBN (Print)1-4244-0342-1
    DOIs
    Publication statusPublished - 5 Dec 2006
    Event9th International Conference on Control, Automation, Robotics and Vision, ICARCV 2006 - Grand Hyatt Singapore, Singapore, Singapore
    Duration: 5 Dec 20068 Dec 2006
    Conference number: 9

    Publication series

    Name
    Numbersuppl 2

    Conference

    Conference9th International Conference on Control, Automation, Robotics and Vision, ICARCV 2006
    Abbreviated titleICARCV
    CountrySingapore
    CitySingapore
    Period5/12/068/12/06

    Keywords

    • EWI-8582
    • IR-63823
    • METIS-237793
    • SCS-Safety

    Cite this

    Tao, Q., & Veldhuis, R. N. J. (2006). Verifying a user in a personal face space. In Proceedings of the Ninth International Conference on Control, Automation, Robotics and Vision (ICARCV) (pp. 197-200). USA: IEEE Computer Society. https://doi.org/10.1109/ICARCV.2006.345479