New Approaches in Intelligent Image Analysis

Techniques, Methodologies and Applications

Roumen Kountchev, Kazumi Nakamatsu (Herausgeber)

Buch | Softcover

XX, 373 Seiten

2018 | 1. Softcover reprint of the original 1st ed. 2016
Springer International Publishing (Verlag)
978-3-319-81219-9 (ISBN)

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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.

lt;p>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.

Erscheinungsdatum	05.03.2022
Reihe/Serie	Intelligent Systems Reference Library
Zusatzinfo	XX, 373 p. 157 illus., 119 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	5971 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Themenwelt	Technik ► Elektrotechnik / Energietechnik
Schlagworte	Image Analysis • Intelligent Control • Intelligent Information Systems • Logical Verification • Soft Computing
ISBN-10	3-319-81219-X / 331981219X
ISBN-13	978-3-319-81219-9 / 9783319812199
Zustand	Neuware