Image processing and pattern recognition / edited by Cornelius T. Leondes.

Includes bibliographical references and index.

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.

Print version record.

"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.

English.

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