New Approaches in Intelligent Image Analysis
Techniques, Methodologies and Applications
Editors: Kountchev, Roumen, Nakamatsu, Kazumi (Eds.)
Free Preview- 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
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- About this book
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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.
- Methods for Hierarchical Image Decomposition;
- Table of contents (11 chapters)
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New Approaches for Hierarchical Image Decomposition, Based on IDP, SVD, PCA and KPCA
Pages 1-58
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Intelligent Digital Signal Processing and Feature Extraction Methods
Pages 59-91
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Multi-dimensional Data Clustering and Visualization via Echo State Networks
Pages 93-122
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Unsupervised Clustering of Natural Images in Automatic Image Annotation Systems
Pages 123-155
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An Evolutionary Optimization Control System for Remote Sensing Image Processing
Pages 157-181
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Table of contents (11 chapters)
- Download Preface 1 PDF (68.4 KB)
- Download Sample pages 2 PDF (829.7 KB)
- Download Table of contents PDF (260.2 KB)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- New Approaches in Intelligent Image Analysis
- Book Subtitle
- Techniques, Methodologies and Applications
- Editors
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- Roumen Kountchev
- Kazumi Nakamatsu
- Series Title
- Intelligent Systems Reference Library
- Series Volume
- 108
- Copyright
- 2016
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing Switzerland
- eBook ISBN
- 978-3-319-32192-9
- DOI
- 10.1007/978-3-319-32192-9
- Hardcover ISBN
- 978-3-319-32190-5
- Softcover ISBN
- 978-3-319-81219-9
- Series ISSN
- 1868-4394
- Edition Number
- 1
- Number of Pages
- XX, 373
- Number of Illustrations
- 38 b/w illustrations, 119 illustrations in colour
- Topics
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