BayesBD (version 1.2)

plotBD: Visualization of posterior boundary estimates and data

Description

Produces plots of image data, posterior boundary estimates, and 95

Usage

plotBD(fitted.image, plot.type)

Arguments

fitted.image

An object containing the output of either fitBinImage or fitContImage.

plot.type

takes values 1, 2 or 3: 1 to plot the data only; 2 to plot the estimate and 95% uniform credible bands; and 3 to plot the data with the estimated boundary overlaid.

Value

There is no output to console; plotBD produces plots.

References

Li, M. and Ghosal, S.(2015) "Bayesian Detection of Image Boundaries." arXiv 1508.05847.

Examples

# NOT RUN {
set.seed(12345)
gamma.fun = ellipse(a = 0.35, b = 0.25)
bin.obs = par2obs(m = 100, pi.in = 0.5, pi.out = 0.2,
 design = 'J', center = c(0.5,0.5), gamma.fun)
bin.fit = fitBinImage(image = bin.obs, nrun=1000, nburn=1000,
 J=10, ordering='I', slice = FALSE, outputAll=FALSE)
par(mfrow = c(1,3))
plotBD(bin.fit, 1)
plotBD(bin.fit, 2)
plotBD(bin.fit, 3)
# }