
Correlation Pattern Recognition
Cambridge University Press
Published on 10. June 2010
Book
Paperback/Softback
404 pages
978-0-521-15348-5 (ISBN)
Description
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.
Reviews / Votes
Review of the hardback: ' ... well-written with many diagrams and gray-scale images to illustrate the concepts ... would be especially useful for pattern recognition practitioners interested in expanding their tool dchest b eyond basic correlation.' IAPR NewsletterMore details
Language
English
Place of publication
Cambridge
United Kingdom
Target group
College/higher education
Professional and scholarly
Product notice
Paperback (trade)
Dimensions
Height: 244 mm
Width: 170 mm
Thickness: 22 mm
Weight
695 gr
ISBN-13
978-0-521-15348-5 (9780521153485)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions

B. V. K. Vijaya Kumar | Abhijit Mahalanobis | Richard D. Juday
Correlation Pattern Recognition
E-Book
02/2006
1st Edition
Cambridge University Press
€67.99
Available for download
Persons
Author
Carnegie Mellon University, Pennsylvania
Content
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.