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Specific sensors for face recognition

  • CNRS SAMOVAR UMR 5157

Résultats de recherche: Le chapitre dans un livre, un rapport, une anthologie ou une collectionContribution à une conférenceRevue par des pairs

Résumé

This paper describes an association of original hardware solutions associated to adequate software software for human face recognition. A differential CMOS imaging system [1] and a Synchronized flash camera [2] have been developed to provide ambient light invariant images and facilitate segmentation of the face from the background. This invariance of face image demonstrated by our prototype camera systems can result in a significant software/hardware simplification in such biometrics applications especially on a mobile platform where the computation power and memory capacity are both limited. In order to evaluate our prototypes we have build a face database of 25 persons with 4 different illumination conditions. These solutions with appropriate cameras give a significant improvement in performance (on the normal CCD cameras) using a simple correlation based algorithm associated with an adequate preprocessing. Finally, we have obtained a promising results using fusion between different sensors.

langue originaleAnglais
titreAdvances in Biometrics - International Conference, ICB 2006, Proceedings
Pages47-54
Nombre de pages8
étatPublié - 15 juin 2006
Modification externeOui
EvénementInternational Conference on Biometrics, ICB 2006 - Hong Kong, Chine
Durée: 5 janv. 20067 janv. 2006

Série de publications

NomLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume3832 LNCS
ISSN (imprimé)0302-9743
ISSN (Electronique)1611-3349

Une conférence

Une conférenceInternational Conference on Biometrics, ICB 2006
Pays/TerritoireChine
La villeHong Kong
période5/01/067/01/06

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