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Více informací o knize Applications of Evolutionary Computation in Image Processing and Pattern Recognition

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Anotace knihy

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.§

Parametry knihy

Zařazení knihy Knihy v angličtině Mathematics & science Mathematics Calculus & mathematical analysis

• Plný název: Applications of Evolutionary Computation in Image Processing and Pattern Recognition
• Autor: Erik Cuevas, Daniel Zaldívar, Marco Perez-Cisneros
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 274
• EAN: 9783319264608
• ISBN: 3319264605
• ID: 09931507
• Nakladatelství: Springer International Publishing AG
• Hmotnost: 720 g
• Rozměry: 235 × 155 × 21 mm
• Datum vydání: 08. November 2015

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