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Human Face Recognition Using Third-Order Synthetic Neural Networks

by Okechukwu A. Uwechue
Save 35% Save 35%
Current price ₹10,900.00
Original price ₹16,769.00
Original price ₹16,769.00
Original price ₹16,769.00
(-35%)
₹10,900.00
Current price ₹10,900.00

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Book cover type: Hardcover
  • ISBN13: 9780792399575
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 123
  • Original Price: EUR 149.99
  • Language: English
  • Edition: 1997
  • Item Weight: 381 grams
  • BISAC Subject(s): Artificial Intelligence / Computer Vision & Pattern Recognition, Information Technology, and Software Development & Engineering / Computer Graphics

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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