Image Modeling
Published on 10. May 2014
460 pages
978-1-4832-7560-4 (ISBN)
Description
Image Modeling compiles papers presented at a workshop on image modeling in Rosemont, Illinois on August 6-7, 1979. This book discusses the mosaic models for textures, image segmentation as an estimation problem, and comparative analysis of line-drawing modeling schemes. The statistical models for the image restoration problem, use of Markov random fields as models of texture, and mathematical models of graphics are also elaborated. This text likewise covers the univariate and multivariate random field models for images, stochastic image models generated by random tessellations of the plane, and long crested wave models. Other topics include the Boolean model and random sets, structural basis for image description, and structure in co-occurrence matrices for texture analysis. This publication is useful to specialists and professionals working in the field of image processing.
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Azriel Rosenfeld
Image Modelling
Book
01/1981
Academic Press
€84.81
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Content
List of ContributorsPrefaceMosaic Models for TexturesImage Segmentation as an Estimation ProblemToward a Structural Textural Analyzer Based on Statistical MethodsStochastic Boundary Estimation and Object RecognitionEdge Detection in TexturesComparative Analysis of Line-Drawing Modeling SchemesStatistical Models for the Image Restoration ProblemSyntactic Image Modeling Using Stochastic Tree GrammarsEdge and Region Analysis for Digital Image DataThe Use of Markov Random Fields as Models of TextureOn the Noise in Images Produced by Computed TomographyMathematical Models of GraphicsNonstationary Statistical Image Models (and Their Application to Image Data Compression)Markov Mesh ModelsUnivariate and Multivariate Random Field Models for ImagesImage Models in Pattern TheoryA Survey of Geometrical Probability in the Plane, with Emphasis on Stochastic Image ModelingStochastic Image Models Generated by Random Tessellations of the PlaneLong Crested Wave ModelsThe Boolean Model and Random SetsScene Modeling: A Structural Basis for Image DescriptionPictorial Feature Extraction and Recognition via Image ModelingFinding Structure in Co-Occurrence Matrices for Texture Analysis
