Texture description by independent components
Conference Paper
(2002)
Author(s)
D De Ridder (TU Delft - ImPhys/Quantitative Imaging)
R.P.W. Duin (TU Delft - ImPhys/Quantitative Imaging)
J Kittler (External organisation)
Research Group
ImPhys/Quantitative Imaging
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Publication Year
2002
Research Group
ImPhys/Quantitative Imaging
Bibliographical Note
ISSN 0302-9743, phpub 27@en
Pages (from-to)
587-596
ISBN (print)
3-540-44011-9
Abstract
A model for probabilistic independent component subspace analysis is developed and applied to texture description. Experiments show it to perform comparably to a Gaussian model, and to be useful mainly for problems in which the detection of little occurring, high-frequency image elements is important.
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