Fr. 135.00

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

English · Hardback

Shipping usually within 6 to 7 weeks

Description

Read more

This book presents an Introduction and 11 independent chapters, whichare devoted to various new approaches of intelligent image processing andanalysis. The book also presents new methods, algorithms and applied systemsfor 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.

List of contents

New Approaches in Intelligent Image Analysis- Techniques,Methodologies and Applications.- NewApproaches for Hierarchical Image Decomposition, based on IDP, SVD, PCA andKPCA.- Intelligent Digital Signal Processing and FeatureExtraction Methods.- Multi-Dimensional Data Clustering and Visualization via Echo StateNetworks.- UnsupervisedClustering of Natural Images in Automatic Image Annotation Systems.- AnEvolutionary Optimization Control System for Remote Sensing Image Processing.- TissueSegmentation Methods using 2D Histogram Modification in a Sequence of MR BrainImages.- MultistageApproach for Simple Kidney Cysts Segmentation in CT Images.- AudioVisual Attention Models in Mobile Robots Navigation.- LocalAdaptive Image Processing.- LearningTechniques for Intelligent Access Control.- ExperimentalEvaluation of Opportunity to Improve the Resolution of the Acoustic Maps.
 


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.

Product details

Assisted by Roume Kountchev (Editor), Roumen Kountchev (Editor), Nakamatsu (Editor), Nakamatsu (Editor), Kazumi Nakamatsu (Editor)
Publisher Springer, Berlin
 
Languages English
Product format Hardback
Released 01.01.2016
 
EAN 9783319321905
ISBN 978-3-31-932190-5
No. of pages 373
Dimensions 166 mm x 242 mm x 27 mm
Weight 702 g
Illustrations XX, 373 p. 157 illus., 119 illus. in color.
Series Intelligent Systems Reference Library
Intelligent Systems Reference Library
Subjects Natural sciences, medicine, IT, technology > Technology > General, dictionaries

B, Artificial Intelligence, engineering, Control and Systems Theory, Systems Theory, Control, Computational Intelligence, Control engineering, Automatic control engineering, System Theory, Cybernetics & systems theory, Cybernetics and systems theory

Customer reviews

No reviews have been written for this item yet. Write the first review and be helpful to other users when they decide on a purchase.

Write a review

Thumbs up or thumbs down? Write your own review.

For messages to CeDe.ch please use the contact form.

The input fields marked * are obligatory

By submitting this form you agree to our data privacy statement.