Texture description by independent components

Conference paper (2002)

Authors

D. de Ridder ImPhys/Quantitative Imaging
R.P.W. Duin ImPhys/Quantitative Imaging
J Kittler External organisation
Research Group
ImPhys/Quantitative Imaging
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Published Date

2002

Language

Undefined/Unknown

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Research Group

ImPhys/Quantitative Imaging

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.