Applications of Evolutionary Computation in Image Processing and Pattern Recognition

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Intelligent Systems Reference Library 100

ISBN: 3319370995
ISBN 13: 9783319370996
Autor: Cuevas, Erik/Zaldívar, Daniel/Perez-Cisneros, Marco
Verlag: Springer Verlag GmbH
Umfang: xv, 274 S., 56 s/w Illustr., 55 farbige Illustr., 274 p. 111 illus., 55 illus. in color.
Erscheinungsdatum: 23.08.2016
Auflage: 1/2016
Produktform: Kartoniert
Einband: KT

This book presents the use of efficient Evolutionary Computation (EC) algorithms for solving diverse real-world image processing and pattern recognition problems. It provides an overview of the different aspects of evolutionary methods in order to enable the reader in reaching a global understanding of the field and, in conducting studies on specific evolutionary techniques that are related to applications in image processing and pattern recognition. It explains the basic ideas of the proposed applications in a way that can also be understood by readers outside of the field. Image processing and pattern recognition practitioners who are not evolutionary computation researchers will appreciate the discussed techniques beyond simple theoretical tools since they have been adapted to solve significant problems that commonly arise on such areas. On the other hand, members of the evolutionary computation community can learn the way in which image processing and pattern recognition problems can be translated into an optimization task. The book has been structured so that each chapter can be read independently from the others. It can serve as reference book for students and researchers with basic knowledge in image processing and EC methods.

Artikelnummer: 2876258 Kategorie:

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