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New Approaches in Intelligent Image Analysis:Techniques, Methodologies and Applications

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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 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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Detail Information

Series Title

Intelligent Systems Reference Library

Call Number

-

Publisher

Switzerland : Springer Cham., 2016

Collation

XX, 373

Language

English

ISBN/ISSN

978-3-319-32190-5

Classification

NONE

Content Type

text

Media Type

computer

Carrier Type

online resource

Edition

1

Subject(s)

Artificial Intelligence
Computational Intelligence
Control and Systems Theory
Systems Theory, Control

Specific Detail Info

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Statement of Responsibility

Kazumi Nakamatsu

Other Information

Cataloger

Devi

Source

-

Validator

Taufik

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