Conference paper

Face Class Modeling in Eigenfaces Space

We present a method for face class modeling in the eigenfaces space using a large-margin classifier like SVM. Another issue addressed is how to select the number of eigenfaces to achieve a good classification rate. As the experimental evidence show, generally one needs less eigenfaces than usually considered. We will present different strategies and discuss their effectiveness in the case of face-class modeling.

    Keywords: face_detection ; LTS5


    • EPFL-CONF-86978

    Record created on 2006-06-14, modified on 2017-05-10

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