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Applications of Evolutionary Computation in Image Processing and Pattern Recognition

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Paru le : 2015-11-07

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...
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Description du livre


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.

À propos

Auteur
Erik Cuevas , Marco Perez-Cisneros , Daniel Zaldívar
Éditeur
Springer
Collection
Intelligent Systems Reference Library
Parution
2015-11-07
Pages
274 pages
EAN papier
9783319264608

Caractéristiques détaillées - droits

EAN PDF
9783319264622
Prix
95,39 €
Nombre pages copiables
2
Nombre pages imprimables
27
Taille du fichier
18422 Ko
Ce livre est accessible aux handicaps informations d'accessibilité
EAN EPUB
9783319264622
Prix
95,39 €
Nombre pages copiables
2
Nombre pages imprimables
27
Taille du fichier
8284 Ko
Ce livre est accessible aux handicaps informations d'accessibilité

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