Studies in Computational Intelligence

Applications of Hybrid Metaheuristic Algorithms for Image Processing

Editors: Oliva, Diego, Hinojosa, Salvador (Eds.)

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  • Presents the latest tools used for image processing and hybrid metaheuristic algorithms
  • Focuses on the theory and application of metaheuristic algorithms for segmentation of images from different sources
  • Discusses recent research on and applications of hybrid metaheuristic algorithms for image processing
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eBook 85,59 €
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  • ISBN 978-3-030-40977-7
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Hardcover 135,19 €
price for Spain (gross)
  • ISBN 978-3-030-40976-0
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Softcover 103,99 €
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  • ISBN 978-3-030-40979-1
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  • Institutional customers should get in touch with their account manager
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About this book

This book presents a collection of the most recent hybrid methods for image processing. The algorithms included consider evolutionary, swarm, machine learning and deep learning. The respective chapters explore different areas of image processing, from image segmentation to the recognition of objects using complex approaches and medical applications. The book also discusses the theory of the methodologies used to provide an overview of the applications of these tools in image processing.

The book is primarily intended for undergraduate and postgraduate students of science, engineering and computational mathematics, and can also be used for courses on artificial intelligence, advanced image processing, and computational intelligence. Further, it is a valuable resource for researchers from the evolutionary computation, artificial intelligence and image processing communities.


Table of contents (22 chapters)

Table of contents (22 chapters)
  • Segmentation of Thermal Images Using Metaheuristic Algorithms for Failure Detection on Electronic Systems

    Pages 3-26

    Navarro, Mario A. (et al.)

  • A Survey on Image Processing for Hyperspectral and Remote Sensing Images

    Pages 27-51

    Ramos-Michel, Alfonso (et al.)

  • Hybrid Grey-Wolf Optimizer Based Fractional Order Optimal Filtering for Texture Aware Quality Enhancement for Remotely Sensed Images

    Pages 53-79

    Singh, Himanshu (et al.)

  • Robust K-Means Technique for Band Reduction of Hyperspectral Image Segmentation

    Pages 81-103

    Kumar, V. Saravana (et al.)

  • RETRACTED CHAPTER: Ethnic Characterization in Amalgamated People for Airport Security Using a Repository of Images and Pigeon-Inspired Optimization (PIO) Algorithm for the Improvement of Their Results

    Pages 105-119

    Ochoa-Zezzatti, Alberto (et al.)

Buy this book

eBook 85,59 €
price for Spain (gross)
  • ISBN 978-3-030-40977-7
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 135,19 €
price for Spain (gross)
  • ISBN 978-3-030-40976-0
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 103,99 €
price for Spain (gross)
  • ISBN 978-3-030-40979-1
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • 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
Applications of Hybrid Metaheuristic Algorithms for Image Processing
Editors
  • Diego Oliva
  • Salvador Hinojosa
Series Title
Studies in Computational Intelligence
Series Volume
890
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-40977-7
DOI
10.1007/978-3-030-40977-7
Hardcover ISBN
978-3-030-40976-0
Softcover ISBN
978-3-030-40979-1
Series ISSN
1860-949X
Edition Number
1
Number of Pages
IX, 490
Number of Illustrations
92 b/w illustrations, 221 illustrations in colour
Topics