Intelligent Systems Reference Library

Advances and Applications of Optimised Algorithms in Image Processing

Authors: Oliva, Diego, Cuevas, Erik

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  • Provides explanations of the algorithms used, selected problems and implementations, as well as practical examples, comparisons and experimental results
  • All chapters are self-contained and can all be read separately
  • Offers a compendium of the most interesting electromagnetism applications, e.g. optimization (EMO)-based algorithms for image processing problems
  • Guides the reader from the basics of optimization to different case studies
  •  
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eBook 101,14 €
price for Spain (gross)
  • ISBN 978-3-319-48550-8
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 124,79 €
price for Spain (gross)
  • ISBN 978-3-319-48549-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 124,79 €
price for Spain (gross)
  • ISBN 978-3-319-83969-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

This book presents a study of the use of optimization algorithms in complex image processing problems. The problems selected explore areas ranging from the theory of image segmentation to the detection of complex objects in medical images. Furthermore, the concepts of machine learning and optimization are analyzed to provide an overview of the application of these tools in image processing.

 

The material has been compiled from a teaching perspective. Accordingly, the book is primarily intended for undergraduate and postgraduate students of Science, Engineering, and Computational Mathematics, and can be used for courses on Artificial Intelligence, Advanced Image Processing, Computational Intelligence, etc. Likewise, the material can be useful for research from the evolutionary computation, artificial intelligence and image processing communities.

Reviews

“This book examines the application of optimization to common problems in image processing: segmentation, template matching, and shape detection. … Readers interested in improving the accuracy or performance of image processing systems would do well to read this book.” (Creed Jones, Computing Reviews, May, 2017)


Table of contents (8 chapters)

Table of contents (8 chapters)

Buy this book

eBook 101,14 €
price for Spain (gross)
  • ISBN 978-3-319-48550-8
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 124,79 €
price for Spain (gross)
  • ISBN 978-3-319-48549-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 124,79 €
price for Spain (gross)
  • ISBN 978-3-319-83969-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Advances and Applications of Optimised Algorithms in Image Processing
Authors
Series Title
Intelligent Systems Reference Library
Series Volume
117
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-48550-8
DOI
10.1007/978-3-319-48550-8
Hardcover ISBN
978-3-319-48549-2
Softcover ISBN
978-3-319-83969-1
Series ISSN
1868-4394
Edition Number
1
Number of Pages
XIII, 178
Number of Illustrations
53 b/w illustrations
Topics