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The Poisson equation for image texture modelling
- Source :
-
Pattern Recognition Letters . Jun2003, Vol. 24 Issue 9/10, p1581. 12p. - Publication Year :
- 2003
-
Abstract
- The Poisson equation is a class of partial differential equations which describe a steady-state temperature distribution in a bounded object. This paper applies this equation to the modelling of image textures by constructing specific heat source functions and boundary conditions. The heat source function can be considered as an image transform function such that a set of texture features at different frequencies and orientations can be extracted from the transformed image, in conjunction with using a Gabor wavelet filer bank. Better performance of image texture retrieval by these features is achieved than using the features extracted directly from the original image texture. [Copyright &y& Elsevier]
- Subjects :
- *POISSON'S equation
*IMAGE analysis
Subjects
Details
- Language :
- English
- ISSN :
- 01678655
- Volume :
- 24
- Issue :
- 9/10
- Database :
- Academic Search Index
- Journal :
- Pattern Recognition Letters
- Publication Type :
- Academic Journal
- Accession number :
- 9099134
- Full Text :
- https://doi.org/10.1016/S0167-8655(02)00396-3