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Correlation Pattern Recognition

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

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Paperback | 10 June 2010

At a Glance

Paperback
404 Pages

Dimensions(cm)
24.4 x 17.0 x 2.1

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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 state-of-the-art technology presented by the team that developed it and includes case studies of significant current interest, such as face and fingerprint recognition. Suitable for advanced undergraduate or graduate students taking courses in pattern recognition theory, whilst reaching technical levels of interest to the professional practitioner.

Industry Reviews

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 Newsletter

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You Can Find This Book In

Non-Fiction Computing & I.T.Computer Science Artificial Intelligence Computer Vision Mathematics Probability & Statistics Pattern Recognition Engineering & Technology Technology in General Energy Technology & Engineering Electrical Engineering

Image Processing

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.

Correlation Pattern Recognition

At a Glance

Paperback

Industry Reviews

Shipping

How to return your order

Defective items

You Can Find This Book In

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