Freguglia/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>.

Getting started

Package details

MaintainerVictor Freguglia <victorfreguglia@gmail.com>
LicenseGPL-3
Version1.0.1
URL https://github.com/Freguglia/mrf2d
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("Freguglia/mrf2d")
Freguglia/mrf2d documentation built on Feb. 13, 2023, 3:29 a.m.