Performance evaluation model for the face recognition system

Yong Nyuo Shin, Jason Kim, Yong Jun Lee, Woochang Shin, Jinyoung Choi

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

    1 Citation (Scopus)

    Abstract

    Due to usability features, practical applications, and its lack of intrusiveness, face recognition technology, based on information derived from individuals' facial features has been attracting considerable attention recently. Reported recognition rates of commercialized face recognition systems cannot be admitted as official recognition rates, as they are based on assumptions that are beneficial to the specific system and face database. Therefore, performance evaluation methods and tools are necessary to objectively measure the accuracy and performance of any face recognition system. In this paper, we propose a performance evaluation model for biometric recognition evaluation tools, implementing an evaluation tool for face recognition systems based on the proposed model. Furthermore, we performed evaluations objectively, by providing guidelines for the design and implementation of a performance evaluation system, formalizing the performance test process.

    Original languageEnglish
    Title of host publicationProceedings of the Frontiers in the Convergence of Bioscience and Information Technologies, FBIT 2007
    Pages704-708
    Number of pages5
    DOIs
    Publication statusPublished - 2007
    EventFrontiers in the Convergence of Bioscience and Information Technologies, FBIT 2007 - Jeju Island, Korea, Republic of
    Duration: 2007 Oct 112007 Oct 13

    Publication series

    NameProceedings of the Frontiers in the Convergence of Bioscience and Information Technologies, FBIT 2007

    Other

    OtherFrontiers in the Convergence of Bioscience and Information Technologies, FBIT 2007
    Country/TerritoryKorea, Republic of
    CityJeju Island
    Period07/10/1107/10/13

    ASJC Scopus subject areas

    • Computer Science Applications
    • Information Systems

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