Computer analysis of images and patterns(图像与模式的计算机分析)

Computer analysis of images and patterns(图像与模式的计算机分析) - 图书城
作者:
Wladyslaw Skarbek
ISBN:
9783540425137 , 3540425136
出版社:
Springer; 1 edition
出版日期:
2001-10
定价:
110.00
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内容提要 :
The LNCS series reports state-of-the-art results in computer science research,development,and education,at a high level and in both printed and electronic form. Enjoying tight cooperation with the R&D community,with numerous individuals,as well as with prestigious organizations and societies,LNCS has grown into the most comprehensive computer science research forum available.
The scope of LNCS,including its subseries LNAI,spans the whole range of computer science and information technology including interdisciplinary topics in a variety of application fields. The type of material published traditionally includes.
—proceedings (published in time for the respective conference)
—post-proceedings (consisting of thoroughly revised final full papers)
—research monographs(which may be based on outstanding PhD work,research projects,technical reports,etc.).
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This book constitutes the refereed proceedings of the 9th International Conference on Computer Analysis of Images and Patterns, CAIP 2001, held in Warsaw, Poland in September 2001.The 88 revised papers presented were carefully reviewed and selected from numerous submissions. The book offers topical sections on image indexing, image compression, pattern recognition, medical image processing, motion analysis, augmented reality, industrial applications in various fields, image analysis, and computer vision.
目录 :
Image Indexing (MPEG-7)
 MPEG-7: Evolution or Revolution?
 The MPEG-7 Visual Description Framework - Concepts, Accuracy, and Applications
 MPEG-7 Color Descriptors and Their Applications
 Texture Descriptors in MPEG-7
 An Overview of MPEG-7 Motion Descriptors and Their Applications
 MPEG-7 MDS Content Description Tools and Applications
 Image Retrieval Using Spatial Color Information
Image Compression
 Lifting-Based Reversible Transforms for Lossy-to-Lossless Wavelet Codecs.
 Coding of Irregular Image Regions by SA DFT
 Fast PNN Using Partial Distortion Search
 Near-Lossless Color Image Compression with No Error Accumulation in Multiple Coding Cycles
 Hybrid Lossless Coder of Medical Images with Statistical Data Modelling
 A Simple Algorithm for Ordering and Compression of Vector Codebooks
 MPEG 2-Based Video Coding with Three-Layer Mixed Scalability
 The Coefficient Based Rate Distortion Model for the Low Bit Rate Video Coding
 Shape-Adaptive DCT Algorithm - Hardware Optimized Redesign
Pattern Recognition
Superquadric-Based Object Recognition
 Weighted Graph-Matching Using Modal Clusters
 Discovering Shape Categories by Clustering Shock Trees
 Feature Selection for Classification Using Genetic Algorithms with a Novel Encoding
 A Contribution to the Schlesinger's Algorithm Separating Mixtures of Gaussians
 Diophantine Approximations of Algebraic Irrationalities and Stability Theorems for Polynomial Decision Rules
 Features Invariant Simultaneously to Convolution and Affine Transformation
 A Technique for Segmentation of Gurmukhi Text
 Efficient Computation of Body Moments
 Genetic Programming with Local Improvement for Visual Learning from Examples
 Improved Recognition of Spectrally Mixed Land Cover Classes
 Using Spatial Textures and Voting Classifications
Texture Feature Extraction and Classification
Medical Imaging
Motion Analysis
Augmented Reality
Image Analysis
Computer Vision
Author Index
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