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conference paper
Face Class Modeling in Eigenfaces Space
2003
Proceedings of the 3rd International Workshop on Pattern Recognition in Information Systems (PRIS), Anger, France
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.
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Popovici2003_165.pdf
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openaccess
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116.8 KB
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Adobe PDF
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