New Approaches in Intelligent Image Analysis : Techniques, Methodologies and Applications
Softcover reprint of the original 1st ed. 2016
Book Details
Format
Paperback / Softback
Book Series
Intelligent Systems Reference Library
ISBN-10
331981219X
ISBN-13
9783319812199
Edition
Softcover reprint of the original 1st ed. 2016
Publisher
Springer International Publishing AG
Imprint
Springer International Publishing AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
May 30th, 2018
Print length
373 Pages
Ksh 16,200.00
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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.
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