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DESCRIPTION
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Type: Package
Package: XPHT
Title: Shape Statistics with the Extended Persistent Homology Transform
Version: 1.0.0
Date: 2022-09-07
Authors@R: c(
person("James", "Morgan", email = "[email protected]",
role = c("aut", "cre")),
person("Yossi", "Bokor", email = "[email protected]", role = "aut"),
person("Katharine", "Turner", email = "[email protected]",
role = c("aut", "fnd")),
person("Vanessa", "Robins", email = "[email protected]",
role = "aut")
)
Maintainer: James Morgan <[email protected]>
URL: https://github.com/james-e-morgan/xpht
BugReports: https://github.com/james-e-morgan/xpht/issues
Description: An implementation of the extended persistent homology
transform (XPHT) <doi:10.48550/arXiv.2208.14583> for shape statistics
of two dimensional binary images. This is done by computing the extended
persistent homology of the boundary curves of the image in multiple evenly
spaced directions similar to Turner et al. (2014)
<doi:10.1093/imaiai/iau011>.
We offer functionality for plotting extended persistence diagrams and
barcodes as well as the Wasserstein \eqn{p} distance matrix.
Language: en-au
License: MIT + file LICENSE
Depends:
R (>= 3.1.0)
Imports:
imager,
RcppHungarian
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.1
Suggests:
knitr,
rmarkdown
VignetteBuilder: knitr