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.

Package details

AuthorVictor Freguglia [aut, cre] (<https://orcid.org/0000-0002-6189-4453>)
MaintainerVictor Freguglia <victorfreguglia@gmail.com>
LicenseGPL-3
Version0.5
URL https://github.com/Freguglia/mrf2d https://arxiv.org/abs/2006.00383
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("mrf2d")

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mrf2d documentation built on Oct. 30, 2020, 1:07 a.m.