Matching score based face recognition

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

    Abstract

    Accurate face registration is of vital importance to the performance of a face recognition algorithm. We propose a new method: matching score based face registration, which searches for optimal alignment by maximizing the matching score output of a classifier as a function of the different registration parameters (translation, rotation, scale). We compare this method with our previously developed methods, namely MLLL based on maximizing the likelihood ratio in combination with BILBO which corrects outliers in the found landmarks and a Viola-Jones based landmark detector. We determine the accuracy of the registration methods and give an indication of the speed of the methods. Futhermore, we investigate the influence of the registration on the task of face verification.
    Original languageUndefined
    Title of host publication17th Annual Workshop on Circuits
    PublisherSTW
    Pages1-4
    Number of pages4
    ISBN (Print)978-90-73461-44-4
    Publication statusPublished - 23 Nov 2006
    Event17th Annual Workshop on Circuits, Systems and Signal Processing, ProRISC 2006 - Veldhoven, Netherlands
    Duration: 23 Nov 200624 Nov 2006
    Conference number: 17

    Publication series

    Name
    Numbersuppl 2

    Workshop

    Workshop17th Annual Workshop on Circuits, Systems and Signal Processing, ProRISC 2006
    Abbreviated titleProRISC 2006
    CountryNetherlands
    CityVeldhoven
    Period23/11/0624/11/06

    Keywords

    • EWI-8590
    • IR-63826
    • METIS-237796
    • SCS-Safety

    Cite this