Information Fusion towards a Robust Face Recognition System - Couverture souple

El Aroussi, Mohamed

 
9783847324768: Information Fusion towards a Robust Face Recognition System
Couverture souple
ISBN 10 : 3847324764 ISBN 13 : 9783847324768
Editeur : LAP LAMBERT Academic Publishing, 2014

Synopsis

As a hot research topic since the eighties, face recognition still seems to be a difficult and largely problem. Distortions caused by variations in illumination, expression and pose are the main challenges to be dealt with by researchers in this field. Efficient recognition algorithms, robust against such distortions, are the main motivations of this research. Based on a detailed review on the background and wide applications of Gabor wavelet and new transforms (Contourlet, Curvelet and Steerable Pyramid) have emerged despite their improved directional elements and other promising abilities compared to traditional wavelet transform. In this book we have introduced Steerable pyramid as a new feature extraction tool for face representation respectively recognition. We also proposed face recognition based on multiple features fusion that combine two different representations of the face image. We examine the impact of information fusion both at the feature level and at the score level. Finally an automatic user identification system, is presented.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

As a hot research topic since the eighties, face recognition still seems to be a difficult and largely problem. Distortions caused by variations in illumination, expression and pose are the main challenges to be dealt with by researchers in this field. Efficient recognition algorithms, robust against such distortions, are the main motivations of this research. Based on a detailed review on the background and wide applications of Gabor wavelet and new transforms (Contourlet, Curvelet and Steerable Pyramid) have emerged despite their improved directional elements and other promising abilities compared to traditional wavelet transform. In this book we have introduced Steerable pyramid as a new feature extraction tool for face representation respectively recognition. We also proposed face recognition based on multiple features fusion that combine two different representations of the face image. We examine the impact of information fusion both at the feature level and at the score level. Finally an automatic user identification system, is presented.

Biographie de l'auteur

Dr Mohamed El aroussi has obtained his PHD degree in in computer science and telecommunication from the Faculty of Sciences, University Mohamed V-Agdal, Rabat, Morocco, 2009. Since then he has worked in different projects in the field of WSN Biometric embaded systems. He is the author of several articles published in reputed journals.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2014
Langue
anglais
ISBN 10 
3847324764
ISBN 13 
9783847324768
Reliure
Broché
Nombre de pages
152
Coordonnées du fabricant
non disponible
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