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A two-component model of texture for analysis and synthesis
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Hsu, Tao-I and Wilson, Roland (1995) A two-component model of texture for analysis and synthesis. University of Warwick. Department of Computer Science. (Department of Computer Science research report). (Unpublished)
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Abstract
A model of natural texture based on a structural component which 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 trade-off 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: | Report | ||||
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Subjects: | T Technology > TA Engineering (General). Civil engineering (General) | ||||
Divisions: | Faculty of Science, Engineering and Medicine > Science > Computer Science | ||||
Library of Congress Subject Headings (LCSH): | Image processing -- Digital techniques, Texture mapping | ||||
Series Name: | Department of Computer Science research report | ||||
Publisher: | University of Warwick. Department of Computer Science | ||||
Official Date: | 11 December 1995 | ||||
Dates: |
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Number: | Number 308 | ||||
Number of Pages: | 28 | ||||
DOI: | CS-RR-308 | ||||
Institution: | University of Warwick | ||||
Theses Department: | Department of Computer Science | ||||
Status: | Not Peer Reviewed | ||||
Publication Status: | Unpublished | ||||
Version or Related Resource: | Hsu, T.I. and Wilson, R. (1998). A two-component model of texture for analysis and synthesis. IEEE Transactions on Image Processing, 7(10), pp. 1466-1476. | ||||
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