Feature-Average Based Face Recognition Using Neural Networks

Lieferzeit: Lieferbar innerhalb 14 Tagen

35,90 

ISBN: 3330844396
ISBN 13: 9783330844391
Autor: A Garad, Akram
Verlag: Noor Publishing
Umfang: 84 S.
Erscheinungsdatum: 21.02.2017
Auflage: 1/2017
Format: 0.6 x 22 x 15
Gewicht: 143 g
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 2053177 Kategorie:

Beschreibung

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.

Autorenporträt

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.

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