New approaches in intelligent image analysis [electronic resource] : techniques, methodologies and applications / Roumen Kountchev, Kazumi Nakamatsu, editors.
Kountchev, Roumen, editor.; Nakamatsu, Kazumi, editor.
2016
TA1637
Available Online

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Title New approaches in intelligent image analysis [electronic resource] : techniques, methodologies and applications / Roumen Kountchev, Kazumi Nakamatsu, editors.
ISBN 9783319321929 (electronic book)
3319321927 (electronic book)
9783319321905
Published Switzerland : Springer, 2016.
Language English
Description 1 online resource (xx, 373 pages) : illustrations.
Call Number TA1637
Dewey Decimal Classification 621.36/7
Summary 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.
Bibliography, etc. Note Includes bibliographical references.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed May 26, 2016).
Added Author Kountchev, Roumen, editor.
Nakamatsu, Kazumi, editor.
Series Intelligent systems reference library ; v. 108.
Available in Other Form New Approaches in Intelligent Image Analysis : Techniques, Methodologies and Applications
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
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. .

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