Markov Random Field Models for Image Analysis

Model fitting, sampling and visualization for the (Hidden) Markov Random Field model with pairwise interactions and general interaction structure from Freguglia, Garcia & Bicas (2020) , which has many popular models used in 2-dimensional lattices as particular cases, like the Ising Model and Potts Model.


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Reference manual

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install.packages("mrf2d")

0.4.0 by Victor Freguglia, 3 months ago


https://github.com/Freguglia/mrf2d, https://arxiv.org/abs/2006.00383


Report a bug at https://github.com/Freguglia/mrf2d/issues


Browse source code at https://github.com/cran/mrf2d


Authors: Victor Freguglia [aut, cre]


Documentation:   PDF Manual  


GPL-3 license


Imports Rcpp, dplyr, reshape2, tidyr, methods, ggplot2, Rdpack

Suggests testthat, covr, knitr, rmarkdown, glue

Linking to Rcpp, RcppArmadillo


See at CRAN