Correlation Pattern Recognition

Correlation Pattern Recognition

by B. V. K. Vijaya Kumar, Richard D. Juday, Abhijit Mahalanobis
     
 

View All Available Formats & Editions

ISBN-10: 0521153484

ISBN-13: 9780521153485

Pub. Date: 06/10/2010

Publisher: Cambridge University Press

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

Overview

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.

Product Details

ISBN-13:
9780521153485
Publisher:
Cambridge University Press
Publication date:
06/10/2010
Pages:
404
Sales rank:
1,054,346
Product dimensions:
6.60(w) x 9.50(h) x 1.00(d)

Table of Contents

Preface;
1. Introduction;
2. Mathematical background;
3. Linear systems and filtering theory;
4. Detection and estimation;
5. Correlation filter basics;
6. Advanced correlation filters;
7. Optical considerations;
8. Limited-modulation filters;
9. Applications of correlation filters; References; Index.

Customer Reviews

Average Review:

Write a Review

and post it to your social network

     

Most Helpful Customer Reviews

See all customer reviews >