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A discrete mixtures colour texture model
- 1.0410816 - UTIA-B 20020030 RIV GB eng C - Conference Paper (international conference)
Grim, Jiří - Haindl, Michal
A discrete mixtures colour texture model.
Glasgow: HeriotWatt University, 2002. ISBN 0-901658-99-5. In: Texture 2002. The 2nd International Workshop on Texture Analysis and Synthesis. - (Chantler, M.), s. 59-62
[Textures 2002. Copenhagen (DK), 01.06.2002]
R&D Projects: GA ČR GA102/00/0030; GA AV ČR KSK1019101
Grant - others:Commission EC(XE) IST-2001-34744
Institutional research plan: CEZ:AV0Z1075907
Keywords : multispectral texture synthesis * discrete distribution mixtures * EM algorithm
Subject RIV: BD - Theory of Information
A novel method of texture modelling based on discrete distribution mixtures is discussed. The statistical properties of textures are modelled by a discrete distribution mixture of product components. A natural colour texture is spectrally factorized and discrete mixtures models are learned and used to synthesize single orthogonal monospectral components.
Permanent Link: http://hdl.handle.net/11104/0130903
Number of the records: 1