doi:10.1002/env.2613>, which has many popular models used in 2-dimensional lattices as particular cases, like the Ising Model and Potts Model. A complete manuscript describing the package is available in Freguglia & Garcia (2022) <doi:10.18637/jss.v101.i08>.">

mrf2d: Markov Random Field Models for Image Analysis (original) (raw)

Model fitting, sampling and visualization for the (Hidden) Markov Random Field model with pairwise interactions and general interaction structure from Freguglia, Garcia & Bicas (2020) <doi:10.1002/env.2613>, which has many popular models used in 2-dimensional lattices as particular cases, like the Ising Model and Potts Model. A complete manuscript describing the package is available in Freguglia & Garcia (2022) <doi:10.18637/jss.v101.i08>.

Version: 1.0
Depends: R (≥ 3.5.0)
Imports: Rcpp (≥ 1.0.1), dplyr (≥ 0.8.1), tidyr, methods, ggplot2, Rdpack
LinkingTo: Rcpp, RcppArmadillo
Suggests: testthat (≥ 2.1.0), covr, knitr, rmarkdown, glue
Published: 2022-01-25
DOI: 10.32614/CRAN.package.mrf2d
Author: Victor Freguglia ORCID iD [aut, cre]
Maintainer: Victor Freguglia
BugReports: https://github.com/Freguglia/mrf2d/issues
License: GPL-3
URL: https://github.com/Freguglia/mrf2d
NeedsCompilation: yes
Citation: mrf2d citation info
Materials: README NEWS
CRAN checks: mrf2d results

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