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New Approaches In Intelligent Image Analysis: Techniques, Methodologies And Applications

by Roumen Kountchev

2021-02-02 01:57:30

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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 process... Read more
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.

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Book Details

ISBN9783319321905
autor-image
Roumen Kountchev
Author
Prof. Roumen Kountchev, D.Sc., serves at the Faculty of Telecommunications, Department of Radio Communications and Video Technologies, Technical University of Sofia, Bulgaria. He has over 300 papers p...

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