Studies in Computational Intelligence

Advances in Soft Computing and Machine Learning in Image Processing

Editors: Hassanien, Aboul Ella, Oliva, Diego Alberto (Eds.)

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  • Provides a collection of high-quality research work that addresses broad challenges in both theoretical and application aspects of soft computing and machine learning in image processing and computer vision
  • Presents original research that stimulates the continuing efforts on the application of computational intelligence (CI) approaches to solve image-processing problems and computer vision problems
  • Written by experts in the field
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eBook 178,49 €
price for Spain (gross)
  • ISBN 978-3-319-63754-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 228,79 €
price for Spain (gross)
  • ISBN 978-3-319-63753-2
  • 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 228,79 €
price for Spain (gross)
  • ISBN 978-3-319-87627-6
  • 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 is a collection of the latest applications of methods from soft computing and machine learning in image processing. It explores different areas ranging from image segmentation to the object recognition using complex approaches, and includes the theory of the methodologies used to provide an overview of the application of these tools in image processing.

The material has been compiled from a scientific perspective, and the book is primarily intended for undergraduate and postgraduate science, engineering, and computational mathematics students.  It can also be used for courses on artificial intelligence, advanced image processing, and computational intelligence, and is a valuable resource for researchers in the evolutionary computation, artificial intelligence and image processing communities.

Reviews

“Every chapter is well written and comprehensive. New algorithms are presented with experimental results and performance comparisons. The reference materials used are clearly cited. Overall, this well-edited volume consists of rich, highly useful, and relevant material. It will be useful for research students working in soft computing, machine vision, and image processing fields.” (S. Ramakrishnan, Computing Reviews, July, 2018)​

Table of contents (31 chapters)

Table of contents (31 chapters)
  • Color Spaces Advantages and Disadvantages in Image Color Clustering Segmentation

    Chavolla, Edgar (et al.)

    Pages 3-22

  • Multi-objective Whale Optimization Algorithm for Multilevel Thresholding Segmentation

    El Aziz, Mohamed Abd (et al.)

    Pages 23-39

  • Evaluating Swarm Optimization Algorithms for Segmentation of Liver Images

    Mostafa, Abdalla (et al.)

    Pages 41-62

  • Thermal Image Segmentation Using Evolutionary Computation Techniques

    Hinojosa, Salvador (et al.)

    Pages 63-88

  • News Videos Segmentation Using Dominant Colors Representation

    Zedan, Ibrahim A. (et al.)

    Pages 89-109

Buy this book

eBook 178,49 €
price for Spain (gross)
  • ISBN 978-3-319-63754-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 228,79 €
price for Spain (gross)
  • ISBN 978-3-319-63753-2
  • 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 228,79 €
price for Spain (gross)
  • ISBN 978-3-319-87627-6
  • 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 in Soft Computing and Machine Learning in Image Processing
Editors
  • Aboul Ella Hassanien
  • Diego Alberto Oliva
Series Title
Studies in Computational Intelligence
Series Volume
730
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-63754-9
DOI
10.1007/978-3-319-63754-9
Hardcover ISBN
978-3-319-63753-2
Softcover ISBN
978-3-319-87627-6
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XII, 718
Number of Illustrations
114 b/w illustrations, 195 illustrations in colour
Topics