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Image Processing and Pattern Recognition : Volume 5 - Cornelius T. Leondes

Image Processing and Pattern Recognition

Volume 5

Hardcover

Published: 1st December 1997
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Image Processing and Pattern Recognition covers major applications in the field, including optical character recognition, speech classification, medical imaging, paper currency recognition, classification reliability techniques, and sensor technology. The text emphasizes algorithms and architectures for achieving practical and effective systems, and presents many examples. Practitioners, researchers, and students in computer science, electrical engineering, andradiology, as well as those working at financial institutions, will value this unique and authoritative reference to diverse applications methodologies.
Key Features
* Coverage includes:
* Optical character recognition
* Speech classification
* Medical imaging
* Paper currency recognition
* Classification reliability techniques
* Sensor technology
Algorithms and architectures for achieving practical and effective systems are emphasized, with many examples illustrating the text. Practitioners, researchers, and students in computer science, electrical engineering, and radiology, as wellk as those working at financial institutions, will find this volume a unique and comprehensive reference source for this diverse applications area.

"A highly specialized work...but full of varied information" - P.W. Hawkes, Ultramicroscopy 80

Contributors
Preface
Pattern Recognition
Comparison of Statistical and Neural Classifiers and Their Applications to Optical Character Recognition and Speech Classification
Medical Imaging
Paper Currency Recognition
Neural Network Classification Reliability: Problems and Applications
Parallel Analog Image Processing: Solving Regularization Problems with Architecture Inspired by the Vertebrate Retinal Circuit
Algorithmic Techniques and Their Applications
Learning Algorithms and Applications of Principal Component Analysis
Learning Evaluation and Pruning Techniques
Index
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9780124438651
ISBN-10: 0124438652
Series: Neural Network Systems Techniques and Applications
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 386
Published: 1st December 1997
Publisher: ACADEMIC PR INC
Country of Publication: US
Dimensions (cm): 23.67 x 16.0  x 2.36
Weight (kg): 0.74