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. Accessed 22 Dec. 2024.
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
Complete documentation for bayesImageS
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

elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA