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New approaches in intelligent image analysis = techniques, methodologies and applications /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	New approaches in intelligent image analysis/ edited by Roumen Kountchev, Kazumi Nakamatsu.
其他題名:	techniques, methodologies and applications /
其他作者:	Kountchev, Roumen.
出版者:	Cham :Springer International Publishing : : 2016.,
面頁冊數:	xx, 373 p. :ill. (some col.), digital ; : 24 cm.;
Contained By:	Springer eBooks
標題:	Image analysis. -
電子資源:	http://dx.doi.org/10.1007/978-3-319-32192-9
ISBN:	9783319321929

New approaches in intelligent image analysis = techniques, methodologies and applications /
New approaches in intelligent image analysistechniques, methodologies and applications /[electronic resource] :edited by Roumen Kountchev, Kazumi Nakamatsu. - Cham :Springer International Publishing :2016. - xx, 373 p. :ill. (some col.), digital ;24 cm. - Intelligent systems reference library,v.1081868-4394 ;. - Intelligent systems reference library ;v. 3..

New Approaches in Intelligent Image Analysis- Techniques, Methodologies and Applications -- New Approaches for Hierarchical Image Decomposition, based on IDP, SVD, PCA and KPCA -- Intelligent Digital Signal Processing and Feature Extraction Methods -- Multi-Dimensional Data Clustering and Visualization via Echo State Networks -- Unsupervised Clustering of Natural Images in Automatic Image Annotation Systems -- An Evolutionary Optimization Control System for Remote Sensing Image Processing -- Tissue Segmentation Methods using 2D Histogram Modification in a Sequence of MR Brain Images -- Multistage Approach for Simple Kidney Cysts Segmentation in CT Images -- Audio Visual Attention Models in Mobile Robots Navigation -- Local Adaptive Image Processing -- Learning Techniques for Intelligent Access Control -- Experimental Evaluation of Opportunity to Improve the Resolution of the Acoustic Maps.

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.

ISBN: 9783319321929

Standard No.: 10.1007/978-3-319-32192-9doiSubjects--Topical Terms:

578867
Image analysis.

LC Class. No.: TA1637

Dewey Class. No.: 621.367

New approaches in intelligent image analysis = techniques, methodologies and applications /
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520 $a 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.
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