swMATH ID: 41647
Software Authors: Victor Freguglia
Description: R package mrf2d: 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) <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>.
Homepage: https://cran.r-project.org/web/packages/mrf2d/index.html
Source Code:  https://github.com/cran/mrf2d
Dependencies: R
Keywords: R; R package; Journal of Statistical Software; mrf2d; Markov random fields; image analysis; Gibbs random fields; Potts model; texture
Related Software: pottslab; CRF; ggplot2; testthat; GiRaF; potts; graph; PottsUtils; RcppArmadillo; Rcpp; network; PyDenseCRF; R
Cited in: 0 Documents

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