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

New Approaches in Intelligent Image Analysis: Techniques, Methodologies and Applications: Intelligent Systems Reference Library, cartea 108

Editat de Roumen Kountchev, Kazumi Nakamatsu
en Limba Engleză Hardback – 27 mai 2016
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.
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Specificații

ISBN-13: 9783319321905
ISBN-10: 3319321900
Pagini: 334
Ilustrații: XX, 373 p. 157 illus., 119 illus. in color.
Dimensiuni: 155 x 235 x 22 mm
Greutate: 0.73 kg
Ediția:1st ed. 2016
Editura: Springer International Publishing
Colecția Springer
Seria Intelligent Systems Reference Library

Locul publicării:Cham, Switzerland

Cuprins

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.
 

Textul de pe ultima copertă

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.

Caracteristici

Presents new approaches in intelligent control Describes corresponding methods, original algorithms and applications Presents techniques for solving particular tasks involving intelligent control Targeted at researchers interested in new and non-conventional approaches in contemporary intelligent process control Includes supplementary material: sn.pub/extras