Feature-Average Based Face Recognition Using Neural Networks - Couverture souple

A. Garad, Akram

 
9783330844391: Feature-Average Based Face Recognition Using Neural Networks
Couverture souple
ISBN 10 : 3330844396 ISBN 13 : 9783330844391
Editeur : Noor Publishing, 2017

Synopsis

This book attempts to provide an automatic face recognition system based on the important facial features from multi-expression sequence face images. The designed system is based on feature-average based using back propagation neural networks. The system has separated into three major phases, feature extraction, averaging (approximation), and face recognition. The feature extraction phase has been implemented on assumption the location of the essential features of the face. The average phase has been implemented to reduce the diemensions of the features vectors by taking the average of the features from the multi expression faces. Finally tHe face recognition classification has been applied using back propagation neural networks. .

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

Présentation de l'éditeur

This book attempts to provide an automatic face recognition system based on the important facial features from multi-expression sequence face images. The designed system is based on feature-average based using back propagation neural networks. The system has separated into three major phases, feature extraction, averaging (approximation), and face recognition. The feature extraction phase has been implemented on assumption the location of the essential features of the face. The average phase has been implemented to reduce the diemensions of the features vectors by taking the average of the features from the multi expression faces. Finally tHe face recognition classification has been applied using back propagation neural networks. .

Biographie de l'auteur

Mr. Garad has a Msc. in Electronics and Telecommunication Engineering, from NEU- Nicosia. He is a lecturer in Engineering Department in Palestine Technical college, Palestine. He has many contributions in artificial intelligent field.

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

Éditeur
Noor Publishing
Date d'édition
2017
Langue
anglais
ISBN 10 
3330844396
ISBN 13 
9783330844391
Reliure
Broché
Nombre de pages
84
Coordonnées du fabricant
non disponible
Personne responsable
non disponible