Roumen Kountchev & Kazumi Nakamatsu 
New Approaches in Intelligent Image Analysis [PDF ebook] 
Techniques, Methodologies and Applications

Ủng hộ

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.

€96.29
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Mục lục

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.

 

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Ngôn ngữ Anh ● định dạng PDF ● Trang 373 ● ISBN 9783319321929 ● Kích thước tập tin 16.8 MB ● Biên tập viên Roumen Kountchev & Kazumi Nakamatsu ● Nhà xuất bản Springer International Publishing ● Thành phố Cham ● Quốc gia CH ● Được phát hành 2016 ● Có thể tải xuống 24 tháng ● Tiền tệ EUR ● TÔI 4893567 ● Sao chép bảo vệ DRM xã hội

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