Human Face Recognition Using Third-Order Synthetic Neural Networks - Couverture souple

Livre 151 sur 260: The Springer International Series in Engineering and Computer Science

Uwechue, Okechukwu A.

 
9781461368328: Human Face Recognition Using Third-Order Synthetic Neural Networks
Couverture souple
ISBN 10 : 1461368324 ISBN 13 : 9781461368328
Editeur : Springer, 1997

Synopsis

Human Face Recognition Using Third-Order Synthetic Neural Networks explores the viability of the application of High-order synthetic neural network technology to transformation-invariant recognition of complex visual patterns. High-order networks require little training data (hence, short training times) and have been used to perform transformation-invariant recognition of relatively simple visual patterns, achieving very high recognition rates. The successful results of these methods provided inspiration to address more practical problems which have grayscale as opposed to binary patterns (e.g., alphanumeric characters, aircraft silhouettes) and are also more complex in nature as opposed to purely edge-extracted images - human face recognition is such a problem.
Human Face Recognition Using Third-Order Synthetic Neural Networks serves as an excellent reference for researchers and professionals working on applying neural network technology to the recognition of complex visual patterns.

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Éditeur
Springer
Date d'édition
1997
Langue
anglais
ISBN 10 
1461368324
ISBN 13 
9781461368328
Reliure
Broché
Nombre de pages
144
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Autres éditions populaires du même titre

9780792399575: Human Face Recognition Using Third-Order Synthetic Neural Networks

Edition présentée

ISBN 10 :  0792399579 ISBN 13 :  9780792399575
Editeur : Kluwer Academic Publishers, 1997
Couverture rigide