New Approaches in Intelligent Image Analysis : Techniques, Methodologies and Applications (Intelligent Systems Reference Library)

Kountchev, Roumen (EDT)/ Nakamatsu, Kazumi (EDT)

Springer International Publishing AG（2016/05発売）

• 製本 Hardcover:ハードカバー版／ページ数 373 p.
• 言語 ENG
• 商品コード 9783319321905

Full Description

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.

Contents

New Approaches in Intelligent Image Analysis- Techniques,
Methodologies and Applications.- New
Approaches for Hierarchical Image Decomposition, based on IDP, SVD, PCA and
KPCA.- Intelligent Digital Signal Processing and Feature
Extraction Methods.- Multi-Dimensional Data Clustering and Visualization via Echo State
Networks.- Unsupervised
Clustering of Natural Images in Automatic Image Annotation Systems.- An
Evolutionary Optimization Control System for Remote Sensing Image Processing.- Tissue
Segmentation Methods using 2D Histogram Modification in a Sequence of MR Brain
Images.- Multistage
Approach for Simple Kidney Cysts Segmentation in CT Images.- Audio
Visual Attention Models in Mobile Robots Navigation.- Local
Adaptive Image Processing.- Learning
Techniques for Intelligent Access Control.- Experimental
Evaluation of Opportunity to Improve the Resolution of the Acoustic Maps.