@InProceedings{LevadaMasc:2007:EsNoPo,
author = "Levada, Alexandre Luis Magalh{\~a}es and Mascarenhas, Nelson
Delfino d'{\'A}vila",
affiliation = "{Universidade de S{\~a}o Paulo} and {Universidade Federal de
S{\~a}o Carlos}",
title = "Estimation of non-homogeneous Potts-Strauss MRF model parameters
on higher-order neighborhood systems by maximum
pseudo-likelihood",
booktitle = "Proceedings...",
year = "2007",
editor = "Gon{\c{c}}alves, Luiz and Wu, Shin Ting",
organization = "Brazilian Symposium on Computer Graphics and Image Processing, 20.
(SIBGRAPI)",
publisher = "Sociedade Brasileira de Computa{\c{c}}{\~a}o",
address = "Porto Alegre",
keywords = "Markov Random Fields, Potts-Strauss model, maximum
pseudo-likelihood.",
abstract = "This paper addresses the problem of maximum pseudo-likelihood
estimation of the non-homogeneous Potts-Strauss image model
parameters using higher-order non-causal neighborhood systems in a
computationally efficient way. The motivation is the development
of a new methodology for contextual classification that uses
combination of sub-optimal MRF algorithms for multispectral image
classification, which requires accurate parameters estimation. The
results show that the method is consistent with real image data
and in the presence of random noise.",
conference-location = "Belo Horizonte, MG, Brazil",
conference-year = "7-10 Oct. 2007",
language = "en",
ibi = "6qtX3pFwXQZG2LgkFdY/RvVxk",
url = "http://urlib.net/ibi/6qtX3pFwXQZG2LgkFdY/RvVxk",
targetfile = "Levada_Mascarenhas_SIBGRAPI2007.pdf",
urlaccessdate = "2024, May 04"
}