Inference Tools for Markov Random Fields on Lattices: The R Package mrf2d

Markov random fields on two-dimensional lattices are behind many image analysis methodologies. mrf2d provides tools for statistical inference on a class of discrete stationary Markov random field models with pairwise interaction, which includes many of the popular models such as the Potts model and...

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Bibliographic Details
Main Authors: Victor Freguglia, Nancy Lopes Garcia
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2022-02-01
Series:Journal of Statistical Software
Subjects:
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/4125