Publication details

A discrete mixtures colour texture model

Conference Paper (international conference)

Grim Jiří, Haindl Michal


serial: Texture 2002. The 2nd International Workshop on Texture Analysis and Synthesis, p. 59-62 , Eds: Chantler M.

publisher: HeriotWatt University, (Glasgow 2002)

action: Textures 2002, (Copenhagen, DK, 01.06.2002)

research: CEZ:AV0Z1075907

project(s): IST-2001-34744, Commission EC, GA102/00/0030, GA ČR, KSK1019101, GA AV ČR

keywords: multispectral texture synthesis, discrete distribution mixtures, EM algorithm

abstract (eng):

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.

Cosati: 09K

RIV: BD