Publication details
Conference Paper (international conference)
Potts Compound Markovian Texture Model
, ,
: Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012), p. 29-32
: 21st International Conference on Pattern Recognition (ICPR 2012), (Tsukuba, JP, 11.11.2012-15.11.2012)
: 409/2011, CESNET, GAP103/11/0335, GA ČR, GA102/08/0593, GA ČR
: texture, Markov random field
: http://library.utia.cas.cz/separaty/2012/RO/haindl-potts compound markovian texture model.pdf
(eng): This paper describes a novel multispectral parametric compound Markov random field model for texture synthesis. The proposed compound Markov random field model connects a parametric control random field represented by a hierarchical Potts Markov random field model with analytically solvable wide-sense Markovian representation for single regions. The compound random field synthesis combines the modified fast Swendsen-Wang Markov Chain Monte Carlo sampling of the hierarchical Potts MRF part with the fast and analytical synthesis of single regional MRFs.
: BD