Name: Feature-Average Based Face Recognition Using Neural Networks (en Inglés)
Price: 39.66 USD
Availability: InStock
Author: Akram A. Garad
ISBN: 9783330844391

portada Feature-Average Based Face Recognition Using Neural Networks (en Inglés)

Feature-Average Based Face Recognition Using Neural Networks (en Inglés)

Formato

Libro Físico

Editorial

Noor Publishing

Autor

Akram A. Garad

Año

2017

Idioma

Inglés

N° páginas

Encuadernación

Tapa Blanda

ISBN13

9783330844391

Feature-Average Based Face Recognition Using Neural Networks (en Inglés)

Akram A. Garad (Autor) · Noor Publishing · Tapa Blanda

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Reseña del libro "Feature-Average Based Face Recognition Using Neural Networks (en Inglés)"

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. .