BayesBD: Bayesian Inference for Image Boundaries

Provides tools for carrying out a Bayesian analysis of image boundaries. Functions are provided for both binary (Bernoulli) and continuous (Gaussian) images. Examples, along with an interactive shiny function illustrate how to perform simulations, analyze custom data, and plot estimates and credible intervals.

Author
Nicholas Syring, Meng Li
Date of publication
2016-08-30 18:33:31
Maintainer
Nicholas Syring <nasyrin@gmail.com>
License
GPL (>= 3)
Version
1.0

View on CRAN

Man pages

BayesBDbinary
Bayesian boundary estimation for binary images
BayesBDnormal
Bayesian boundary estimation for continuous intensity images
BayesBD-package
Bayesian Inference for Image Boundaries
BayesBDshiny
Boundary detection and shiny integration
besselIs
Bessel Function
eigenfun
Generate the Fourier series
ellipse
Generate ellipse boundaries
example_image_data
Example data
par2obs
Simulate binary intensity images
parnormobs
Simulate Gaussian intensity images
plotBD
Visualization of posterior boundary estimates and data
triangle2
Generate triangle boundaries
unisliceL
Slice Sampler

Files in this package

BayesBD
BayesBD/src
BayesBD/src/Makevars
BayesBD/src/rcpparma_hello_world.cpp
BayesBD/src/Makevars.win
BayesBD/src/RcppExports.cpp
BayesBD/NAMESPACE
BayesBD/data
BayesBD/data/example_image_data.txt.gz
BayesBD/R
BayesBD/R/besselIs.R
BayesBD/R/plotBD.R
BayesBD/R/ellipse.R
BayesBD/R/par2obs.R
BayesBD/R/RcppExports.R
BayesBD/R/parnormobs.R
BayesBD/R/BayesBDshiny.R
BayesBD/R/triangle2.R
BayesBD/MD5
BayesBD/DESCRIPTION
BayesBD/man
BayesBD/man/plotBD.Rd
BayesBD/man/eigenfun.Rd
BayesBD/man/ellipse.Rd
BayesBD/man/BayesBDbinary.Rd
BayesBD/man/BayesBD-package.Rd
BayesBD/man/unisliceL.Rd
BayesBD/man/besselIs.Rd
BayesBD/man/triangle2.Rd
BayesBD/man/par2obs.Rd
BayesBD/man/BayesBDshiny.Rd
BayesBD/man/example_image_data.Rd
BayesBD/man/BayesBDnormal.Rd
BayesBD/man/parnormobs.Rd