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Ebook Correlation Pattern Recognition by B.V.K. Vijaya Kumar read! Book Title: Correlation Pattern Recognition
Language: English
Format files: PDF
The size of the: 869 KB
City - Country: No data
The author of the book: B.V.K. Vijaya Kumar
Edition: Cambridge University Press
Date of issue: June 10th 2010
ISBN: 0521153484
ISBN 13: 9780521153485
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Reader ratings: 6.3

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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 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.


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