Combinación de Técnicas de Reconocimiento de Rostros con Imágenes Infrarrojas Empleando Algoritmos Genéticos (Combination of faces recognition techniques in infrared images by using genetic algorithms)

Duber Martínez Torres (duber01@yahoo.com), Eduardo Caicedo Bravo (ecaicedo@univalle.edu.co), Humberto Loaiza Correa (hloaiza@univalle.edu.co)


Universidad del Valle
This paper appears in: Revista IEEE América Latina

Publication Date: June 2008
Volume: 6,   Issue: 2 
ISSN: 1548-0992


Abstract:
In this paper are presented the results of optimizing the combination of some common techniques and classifiers applied to faces recognition by the using of genetic algorithms, the set of images used for this approach comes from infrared acquisition. It appears that the proposed scheme improve the system performance compared to the single technique developments. This research opens a wide range of possible applications in the fields of faces recognition.

Index Terms:
Face recognition, Genetic algorithms, Image processing, Infrared image sensors, Pattern recognition   


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