Publication details

Conference Paper (international conference)

Texture modelling

Haindl Michal

: Proceedings of the World Multiconference on Systemics, Cybernetics and Informatics, p. 634-639 , Eds: Sanchez B., Pineda J. M., Wolfmann J., Bellahsene Z., Ferri F.

: International Institute of Informatics and Systemics, (Orlando 2000)

:

: World Multiconference on Systemics, Cybernetics and Informatics, (Orlando, US, 23.07.2000-26.07.2000)

: AV0Z1075907

: GA102/00/0030, GA ČR

(eng): Two our fast algorithms for realistic multispectral texture modelling are compared. Both algorithms start with spectral factorization of an input multispectral texture image using the Karhunen-Loeve expansion. Single orthogonal monospectral components are further decomposed into a multi-resolution grid and each resolution data are independently modeled by their dedicated monospectral models which are either a Gaussian Markov random field model (GMRF) or a causal simultaneous autoregressive model (CAR).

: 09K

: BD