Image Processing And Pattern Recognition

Hardcover | December 11, 1997

byCornelius T. LeondesEditorCornelius T. Leondes

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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 technologyAlgorithms 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.

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From Our Editors

Those interested in computer science, engineering and radiology will find this reference relevant to their work. Image Processing and Pattern Recognition discusses optical character recognition, speech classification, medical imaging, paper currency recognition, classification reliability techniques and sensor technology. Presenting nu...

From the Publisher

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 effectiv...

From the Jacket

Inspired by the structure of the human brain, artificial neural networks have found many applications due to their ability to solve cumbersome or intractable problems by learning directly from data. Neural networks can adapt to new environments by learning, and deal with information that is noisy, inconsistent, vague, or probabilistic....

Cornelius T. Leondes received his B.S., M.S., and Ph.D. from the University of Pennsylvania and has held numerous positions in industrial and academic institutions. He is currently a Professor Emeritus at the University of California, Los Angeles. He has also served as the Boeing Professor at the University of Washington and as an adju...

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Format:HardcoverDimensions:386 pages, 9 × 6 × 0.98 inPublished:December 11, 1997Publisher:Academic PressLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:0124438652

ISBN - 13:9780124438651

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Table of Contents

Lampinen,Pattern Recognition.Alpaydin and Gurgen,Comparison of Statistical and Neural Classifiers and their Applications to Optical Character Recognition and Speech Classification.Sun and Nekovei,MedicalImaging.Takeda and Omatu,Paper Currency Recognition.Cordella and Stefano,Neural Network Classification Reliability: Problems and Applications.Yagi, Kobayaski, and Matsumoto,Parallel Analog Image Processing: Solving Regularization Problems with Architecture Inspired by the Vertebrate Retinal Circuit.Setiono,Algorithmic Techniques and their Applications.Chen and Chang,Learning Algorithms and Applications of Principal Component Analysis.Merat and Villalobos,Learning Evaluation and Pruning Techniques.

From Our Editors

Those interested in computer science, engineering and radiology will find this reference relevant to their work. Image Processing and Pattern Recognition discusses optical character recognition, speech classification, medical imaging, paper currency recognition, classification reliability techniques and sensor technology. Presenting numerous examples, the text emphasizes algorithms and architecture for achieving practical and effective systems.

Editorial Reviews

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