Texture description by independent components
Conference Paper
(2002)
Author(s)
D de Ridder (TU Delft - ImPhys/Quantitative Imaging)
RPW Duin (TU Delft - ImPhys/Quantitative Imaging)
J Kittler (External organisation)
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Publication Year
2002
Bibliographical Note
ISSN 0302-9743, phpub 27
Pages (from-to)
587-596
Publisher
Springer
ISBN (print)
3-540-44011-9
Event
Joint IAPR International Workshops SSPR'02 and SPR'02 (Windsor, Canada) (2002-08-06 - 2002-08-09), Berlin
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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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