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New Approaches in Intelligent Image Analysis

New Approaches in Intelligent Image Analysis

Techniques, Methodologies and Applications

by Roumen Kountchev and Kazumi Nakamatsu
Hardback
Publication Date: 27/05/2016
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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.
ISBN:
9783319321905
9783319321905
Category:
Artificial intelligence
Format:
Hardback
Publication Date:
27-05-2016
Publisher:
Springer International Publishing AG
Country of origin:
Switzerland
Pages:
373
Dimensions (mm):
235x155x22mm
Weight:
7.16kg

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