New Approaches in Intelligent Image Analysis

Techniques, Methodologies and Applications

  • Roumen Kountchev
  • Kazumi Nakamatsu

Part of the Intelligent Systems Reference Library book series (ISRL, volume 108)

Table of contents

  1. Front Matter
    Pages i-xx
  2. János Szalai, Ferenc Emil Mózes
    Pages 59-91
  3. Margarita Favorskaya, Lakhmi C. Jain, Alexander Proskurin
    Pages 123-155
  4. Veska Georgieva, Ivo Draganov
    Pages 223-251
  5. Snejana Pleshkova, Alexander Bekiarski
    Pages 253-294
  6. Rumen Mironov
    Pages 295-330
  7. Wael H. Khalifa, Mohamed I. Roushdy, Abdel-Badeeh M. Salem
    Pages 331-351

About this book

Introduction

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.

Keywords

Image Analysis Intelligent Control Intelligent Information Systems Logical Verification Soft Computing

Editors and affiliations

  • Roumen Kountchev
    • 1
  • Kazumi Nakamatsu
    • 2
  1. 1.Technical University of SofiaSofiaBulgaria
  2. 2.University of HyogoChuo-kuJapan

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-32192-9
  • Copyright Information Springer International Publishing Switzerland 2016
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-32190-5
  • Online ISBN 978-3-319-32192-9
  • Series Print ISSN 1868-4394
  • Series Online ISSN 1868-4408
  • About this book
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