Articles liés à Face Recognition Using Multiple Classifier Fusion:...

Face Recognition Using Multiple Classifier Fusion: Multiple Classifier Fusion Based Face Recognition System for Person Identification - Couverture souple

Toufiq, Rizoan; Rabiul Islam, Md.

 
9783847307341: Face Recognition Using Multiple Classifier Fusion: Multiple Classifier Fusion Based Face Recognition System for Person Identification
Couverture souple
ISBN 10 : 3847307347 ISBN 13 : 9783847307341
Editeur : LAP LAMBERT Academic Publishing, 2012

Synopsis

Recently classifier combination methods have proved to be an effective tool to increase the performance of pattern recognition applications. There are numbers of different Decision Support System (DSS) that has developed to operate on the minimum input data set or the output data set to give the correct decision. A number of classifier fusion methods have been recently developed opening an alternative approach leading to a potential improvement in the face recognition performance. In this book, a face recognition system has been developed by applying multi-classifier fusion on the output of the three different classification methods namely Artificial Neural Network, Genetic Algorithm and Euclidean distance measure based on the Principal Component Analysis dimensionality reduction technique. Experimental results and performance analysis show the comparison results between multi-classifier fusion based face recognition system with individual classifier performance.

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

Présentation de l'éditeur

Recently classifier combination methods have proved to be an effective tool to increase the performance of pattern recognition applications. There are numbers of different Decision Support System (DSS) that has developed to operate on the minimum input data set or the output data set to give the correct decision. A number of classifier fusion methods have been recently developed opening an alternative approach leading to a potential improvement in the face recognition performance. In this book, a face recognition system has been developed by applying multi-classifier fusion on the output of the three different classification methods namely Artificial Neural Network, Genetic Algorithm and Euclidean distance measure based on the Principal Component Analysis dimensionality reduction technique. Experimental results and performance analysis show the comparison results between multi-classifier fusion based face recognition system with individual classifier performance.

Biographie de l'auteur

Rizoan Toufiq is a Lecturer in the Department of Computer Science & Engineering at Rajshahi University of Engineering & Technology, Bangladesh.Md. Rabiul Islam is an Assistant Professor in the Department of Computer Science & Engineering at Rajshahi University of Engineering & Technology, Bangladesh.

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
2012
Langue
anglais
ISBN 10 
3847307347
ISBN 13 
9783847307341
Reliure
Broché
Nombre de pages
120
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
4950000000000
info@krega-onlinehandel.de

Birkenweg 31
Brakel
33034
Allemagne