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Applications of Evolutionary Computation in Image Processing and Pattern Recognition

Applications of Evolutionary Computation in Image Processing and Pattern Recognition (Hardback)

£97.00
Printed to order. Despatched in 2-3 weeks.
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Synopsis

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.

Computing & ITComputer scienceArtificial intelligencePattern recognitionComputing & ITComputer scienceImage processingScience & MathematicsMathematicsCalculus & mathematical analysisCalculus of variationsTechnicalOther technologies & applied sciencesApplied opticsImaging systems & technology Publisher: Springer International Publishing AG Publication Date: 08/11/2015 ISBN-13: 9783319264608  Details: Type: Hardback Format: Books
Availability: Printed to order. Despatched in 2-3 weeks.  

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