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Telecommunications and Radio Engineering
SJR: 0.202 SNIP: 0.2 CiteScore™: 0.23

ISSN Imprimer: 0040-2508
ISSN En ligne: 1943-6009

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Telecommunications and Radio Engineering

DOI: 10.1615/TelecomRadEng.v64.i11.40
pages 917-921

Feature Extraction for Support Vector Machines Face Recognition

Jose Ruiz-Pinales
University of Guanajuato/FIMEE, 36730 Salamanca, Gto. Mexico
Juan Jorge Acosta-Reyes
University of Guanajuato/FIMEE, 36730 Salamanca, Gto. Mexico
Rene Jaime-Rivas
Head of FIMEE at the University of Guanajuato, 36730 Salamanca, Gto. Mexico

RÉSUMÉ

In this paper, we present a feature set selection methodology for the recognition of upright faces by means of support vector machines. We perform face recognition in 3 stages: feature extraction, sub-sampling and classification. We employ a measure based on mutual information in order to select the feature sets. The probabilities required for the computation of the mutual information are estimated by using support vector machines.


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