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Human Face Recognition Using Third-Order Synthetic Neural Networks - Softcover

 
9781461540939: Human Face Recognition Using Third-Order Synthetic Neural Networks

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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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  • PublisherSpringer
  • ISBN 10 1461540933
  • ISBN 13 9781461540939
  • BindingPaperback
  • LanguageEnglish
  • Number of pages144

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Other Popular Editions of the Same Title

9780792399575: Human Face Recognition Using Third-Order Synthetic Neural Networks (The Springer International Series in Engineering and Computer Science, 410)

Featured Edition

ISBN 10:  0792399579 ISBN 13:  9780792399575
Publisher: Springer, 1997
Hardcover