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A two-component model of texture for analysis and synthesis

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UNSPECIFIED (1998) A two-component model of texture for analysis and synthesis. IEEE TRANSACTIONS ON IMAGE PROCESSING, 7 (10). pp. 1466-1476. ISSN 1057-7149

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Abstract

A model of natural texture based on a structural component that uses affine coordinate transformations and a stochastic residual component is presented. It is argued that the selection of an appropriate analysis scale can be formulated in terms of a tradeoff between the rate at which parameters are generated and the distortion resulting from the approximation by the structural component. An efficient algorithm for identifying the parameters of the structural model is described and its utility demonstrated on a number of synthetic and natural textures.

Item Type: Journal Article
Subjects: Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software
T Technology > TK Electrical engineering. Electronics Nuclear engineering
Journal or Publication Title: IEEE TRANSACTIONS ON IMAGE PROCESSING
Publisher: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
ISSN: 1057-7149
Date: October 1998
Volume: 7
Number: 10
Number of Pages: 11
Page Range: pp. 1466-1476
Publication Status: Published
URI: http://wrap.warwick.ac.uk/id/eprint/15344

Data sourced from Thomson Reuters' Web of Knowledge

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