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9780521153485

Correlation Pattern Recognition

by
  • ISBN13:

    9780521153485

  • ISBN10:

    0521153484

  • Format: Paperback
  • Copyright: 2010-06-10
  • Publisher: Cambridge University Press

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Summary

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.

Table of Contents

Preface
Introduction
Mathematical background
Linear systems and filtering theory
Detection and estimation
Correlation filter basics
Advanced correlation filters
Optical considerations
Limited-modulation filters
Applications of correlation filters
References
Index
Table of Contents provided by Publisher. All Rights Reserved.

Supplemental Materials

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