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000755487 019__ $$a951222152
000755487 020__ $$a9783319321929$$q(electronic book)
000755487 020__ $$a3319321927$$q(electronic book)
000755487 020__ $$z9783319321905
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000755487 050_4 $$aTA1637
000755487 08204 $$a621.36/7$$223
000755487 24500 $$aNew approaches in intelligent image analysis$$h[electronic resource] :$$btechniques, methodologies and applications /$$cRoumen Kountchev, Kazumi Nakamatsu, editors.
000755487 264_1 $$aSwitzerland :$$bSpringer,$$c2016.
000755487 300__ $$a1 online resource (xx, 373 pages) :$$billustrations.
000755487 336__ $$atext$$btxt$$2rdacontent
000755487 337__ $$acomputer$$bc$$2rdamedia
000755487 338__ $$aonline resource$$bcr$$2rdacarrier
000755487 4901_ $$aIntelligent systems reference library,$$x1868-4394 ;$$vvolume 108
000755487 504__ $$aIncludes bibliographical references.
000755487 5050_ $$aNew 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. .
000755487 506__ $$aAccess limited to authorized users.
000755487 520__ $$aThis 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.
000755487 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed May 26, 2016).
000755487 650_0 $$aImage analysis.
000755487 650_0 $$aImage processing$$xDigital techniques.
000755487 7001_ $$aKountchev, Roumen,$$eeditor.
000755487 7001_ $$aNakamatsu, Kazumi,$$eeditor.
000755487 77608 $$iPrint version:$$aKountchev, Roumen$$tNew Approaches in Intelligent Image Analysis : Techniques, Methodologies and Applications$$dCham : Springer International Publishing,c2016$$z9783319321905
000755487 830_0 $$aIntelligent systems reference library ;$$vv. 108.
000755487 852__ $$bebk
000755487 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-32192-9$$zOnline Access$$91397441.1
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000755487 980__ $$aEBOOK
000755487 980__ $$aBIB
000755487 982__ $$aEbook
000755487 983__ $$aOnline
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