Other packages > Find by keyword >

bayesImageS  

Bayesian Methods for Image Segmentation using a Potts Model
View on CRAN: Click here


Download and install bayesImageS package within the R console
Install from CRAN:
install.packages("bayesImageS")

Install from Github:
library("remotes")
install_github("cran/bayesImageS")

Install by package version:
library("remotes")
install_version("bayesImageS", "0.6-1")



Attach the package and use:
library("bayesImageS")
Maintained by
Matt Moores
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-11-03
Latest Update: 2021-04-11
Description:
Various algorithms for segmentation of 2D and 3D images, such as computed tomography and satellite remote sensing. This package implements Bayesian image analysis using the hidden Potts model with external field prior of Moores et al. (2015) . Latent labels are sampled using chequerboard updating or Swendsen-Wang. Algorithms for the smoothing parameter include pseudolikelihood, path sampling, the exchange algorithm, approximate Bayesian computation (ABC-MCMC and ABC-SMC), and the parametric functional approximate Bayesian (PFAB) algorithm. Refer to for an overview and also to and for further details of specific algorithms.
How to cite:
Matt Moores (2016). bayesImageS: Bayesian Methods for Image Segmentation using a Potts Model. R package version 0.6-1, https://cran.r-project.org/web/packages/bayesImageS
Previous versions and publish date:
0.3-3 (2016-11-03 20:27), 0.4-0 (2017-03-21 16:13), 0.4-1 (2017-10-19 19:44), 0.5-0 (2018-01-26 16:28), 0.5-1 (2018-02-02 17:32), 0.5-2 (2018-06-07 15:51), 0.5-3 (2018-08-30 07:35), 0.6-0 (2019-01-04 12:20)
Other packages that cited bayesImageS R package
View bayesImageS citation profile
Other R packages that bayesImageS depends, imports, suggests or enhances
Functions, R codes and Examples using the bayesImageS R package
Some associated functions: bayesImageS . exactPotts . getBlocks . getEdges . getNeighbors . gibbsGMM . gibbsNorm . gibbsPotts . initSedki . mcmcPotts . mcmcPottsNoData . res . res2 . res3 . res4 . res5 . smcPotts . sufficientStat . swNoData . synth . testResample . 
Some associated R codes: bayesImageS.R . data.R . getBlocks.R . getEdges.R . getNeighbors.R . mcmcPotts.R . smcPotts.R .  Full bayesImageS package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns