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A Compound MRF Texture Model
- 1.0346562 - ÚTIA 2011 RIV US eng C - Conference Paper (international conference)
Haindl, Michal - Havlíček, Vojtěch
A Compound MRF Texture Model.
20th International Conference on Pattern Recognition. Los Alamitos: IEEE Computer Society CPS, 2010, s. 1792-1795. ISBN 978-1-4244-7542-1. ISSN 1051-4651.
[20th International Conference on Pattern Recognition ICPR 2010. Istanbul (TR), 23.08.2010-26.08.2010]
R&D Projects: GA MŠMT 1M0572; GA ČR GA102/08/0593
Grant - others:GA MŠk(CZ) 2C06019
Institutional research plan: CEZ:AV0Z10750506
Keywords : compound Markov random field * bidirectional texture function
Subject RIV: BD - Theory of Information
http://library.utia.cas.cz/separaty/2010/RO/haindl-a compound mrf texture model.pdf
This paper describes a novel compound Markov random field model capable of realistic modelling of multispectral bidirectional texture function, which is currentl the most advanced representation of visual properties of surface materials. The proposed compound Markov random field model combines a non-parametric control random field with analytically solvable widesense Markov representation for single regions and thus allows to avoid demanding Markov Chain Monte Carlo methods for both parameters estimation and the compound random field synthesis.
Permanent Link: http://hdl.handle.net/11104/0187562
Number of the records: 1