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>.
| 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 [aut, cre] |
| Maintainer: | Victor Freguglia <victorfreguglia at gmail.com> |
| 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 |
Documentation:
| Reference manual: | mrf2d.html ,mrf2d.pdf |
| Vignettes: | Parameter restriction families in mrf2d (source,R code) Working with 3d lattices in mrf2d (source,R code) |
Downloads:
| Package source: | mrf2d_1.0.tar.gz |
| Windows binaries: | r-devel:mrf2d_1.0.zip, r-release:mrf2d_1.0.zip, r-oldrel:mrf2d_1.0.zip |
| macOS binaries: | r-release (arm64):mrf2d_1.0.tgz, r-oldrel (arm64):mrf2d_1.0.tgz, r-release (x86_64):mrf2d_1.0.tgz, r-oldrel (x86_64):mrf2d_1.0.tgz |
| Old sources: | mrf2d archive |
Linking:
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