Image processing and pattern recognition /

Image processing and pattern recognition /

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Bibliographic Details
Imprint:San Diego, Calif. : Academic Press, ©1998.
Description:1 online resource (xx, 386 pages) : illustrations.
Language:English
Series:Neural network systems techniques and applications ; v. 5
Neural network systems techniques and applications ; v. 5.
Subject:
Image processing -- Digital techniques.
Pattern recognition systems.
Image processing -- Digital techniques.
Pattern recognition systems.
Electronic books.
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/11155409
Hidden Bibliographic Details
Other authors / contributors:Leondes, Cornelius T.
ISBN:9780080551449
0080551440
1281038385
9781281038388
9780124438651
0124438652
9786611038380
6611038388
Notes:Includes bibliographical references and index.
English.
Print version record.
Summary:"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, and radiology, as well as those working at financial institutions, will value this unique and authoritative reference to diverse applications methodologies. The coverage includes: optical character recognition; speech classification; medical imaging; paper currency recognition; classification reliability techniques; and 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 well as those working at financial institutions, will find this volume a unique and comprehensive reference source for this diverse applications area.
Other form:Print version: Image processing and pattern recognition. San Diego, Calif. : Academic Press, ©1998 0124438652 9780124438651
Table of Contents:
  • Pattern recognition / Jouko Lampinen, Jorma Laaksonen, and Erkki Oja
  • Comparison of statistical and neural classifiers and their applications to optical character recognition and speech classification / Ethem Alpaydin and Fikret Gürgen
  • Medical imaging / Ying Sun and Reza Nekovei
  • Paper currency recognition / Fumiaki Takeda and Sigeru Omatu
  • Neural network classification reliability : problems and applications / Luigi P. Cordella [and others]
  • Parallel anlalog image processing : solving regularization problems with architecture inspired by the vertebrate retinal circuit / Tetsuya Yagi, Haruo Kobayashi, and Takashi Matsumoto
  • Algorithmic techniques and their applications / Rudy Setiono
  • Learning algorithms and applications of principal component analysis / Liang-Hwa Chen and Shyang Chang
  • Learning evaluation and pruning techniques / Leda Villalobos and Francis L. Merat.

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