Intelligent Systems Reference Library

New Approaches in Intelligent Image Analysis

Techniques, Methodologies and Applications

Editors: Kountchev, Roumen, Nakamatsu, Kazumi (Eds.)

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  • Presents new approaches in intelligent control
  • Describes corresponding methods, original algorithms and applications
  • Presents techniques for solving particular tasks involving intelligent control
  • Targeted at researchers interested in new and non-conventional approaches in contemporary intelligent process control
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eBook 118,99 €
price for Spain (gross)
  • ISBN 978-3-319-32192-9
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
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  • Immediate eBook download after purchase
Hardcover 155,99 €
price for Spain (gross)
  • ISBN 978-3-319-32190-5
  • 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 155,99 €
price for Spain (gross)
  • ISBN 978-3-319-81219-9
  • 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 an Introduction and 11 independent chapters, which are devoted to various new approaches of intelligent image processing and analysis. The book also presents new methods, algorithms and applied systems for intelligent image processing, on the following basic topics:

  • Methods for Hierarchical Image Decomposition;
  • Intelligent Digital Signal Processing and Feature Extraction;
  • Data Clustering and Visualization via Echo State Networks;
  • Clustering of Natural Images in Automatic Image Annotation Systems;
  • Control System for Remote Sensing Image Processing;
  • Tissue Segmentation of MR Brain Images Sequence;
  • Kidney Cysts Segmentation in CT Images;
  • Audio Visual Attention Models in Mobile Robots Navigation;
  • Local Adaptive Image Processing;
  • Learning Techniques for Intelligent Access Control;
  • Resolution Improvement in Acoustic Maps.

Each chapter is self-contained with its own references. Some of the chapters are devoted to the theoretical aspects while the others are presenting the practical aspects and the analysis of the modeling of the developed algorithms in different application areas.

Table of contents (11 chapters)

Table of contents (11 chapters)
  • New Approaches for Hierarchical Image Decomposition, Based on IDP, SVD, PCA and KPCA

    Pages 1-58

    Kountchev, Roumen (et al.)

  • Intelligent Digital Signal Processing and Feature Extraction Methods

    Pages 59-91

    Szalai, János (et al.)

  • Multi-dimensional Data Clustering and Visualization via Echo State Networks

    Pages 93-122

    Koprinkova-Hristova, Petia

  • Unsupervised Clustering of Natural Images in Automatic Image Annotation Systems

    Pages 123-155

    Favorskaya, Margarita (et al.)

  • An Evolutionary Optimization Control System for Remote Sensing Image Processing

    Pages 157-181

    Fox, Victoria (et al.)

Buy this book

eBook 118,99 €
price for Spain (gross)
  • ISBN 978-3-319-32192-9
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 155,99 €
price for Spain (gross)
  • ISBN 978-3-319-32190-5
  • 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 155,99 €
price for Spain (gross)
  • ISBN 978-3-319-81219-9
  • 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
New Approaches in Intelligent Image Analysis
Book Subtitle
Techniques, Methodologies and Applications
Editors
  • Roumen Kountchev
  • Kazumi Nakamatsu
Series Title
Intelligent Systems Reference Library
Series Volume
108
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-32192-9
DOI
10.1007/978-3-319-32192-9
Hardcover ISBN
978-3-319-32190-5
Softcover ISBN
978-3-319-81219-9
Series ISSN
1868-4394
Edition Number
1
Number of Pages
XX, 373
Number of Illustrations
38 b/w illustrations, 119 illustrations in colour
Topics