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Correlation Pattern Recognition

Name: Correlation Pattern Recognition
Brand: Cambridge University Press
SKU: 02035636
Price: 197.49 EUR
Availability: InStock
Author: B. V. K. Vijaya KumarAbhijit MahalanobisRichard D. Juday
ISBN: 9780521571036

B. V. K. Vijaya KumarAbhijit MahalanobisRichard D. Juday

Lingua

Inglese

Libro Rigido

Codice Libristo: 02035636

Casa editrice Cambridge University Press, novembre 2005

Correlation is a robust and general technique for pattern recognition and is used in many applicatio... Descrizione completa

Codice Libristo: 02035636

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Correlation is a robust and general technique for pattern recognition and is used in many applications, such as automatic target recognition, biometric recognition and optical character recognition. The design, analysis and use of correlation pattern recognition algorithms requires background information, including linear systems theory, random variables and processes, matrix/vector methods, detection and estimation theory, digital signal processing and optical processing. This 2005 book provides a needed review of this diverse background material and develops the signal processing theory, the pattern recognition metrics, and the practical application know-how from basic premises. It shows both digital and optical implementations. It also contains technology presented by the team that developed it and includes case studies of significant interest, such as face and fingerprint recognition. Suitable for graduate students taking courses in pattern recognition theory, whilst reaching technical levels of interest to the professional practitioner.