Package: catsim 0.2.3

catsim: Binary and Categorical Image Similarity Index

Computes a structural similarity metric (after the style of MS-SSIM for images) for binary and categorical 2D and 3D images. Can be based on accuracy (simple matching), Cohen's kappa, Rand index, adjusted Rand index, Jaccard index, Dice index, normalized mutual information, or adjusted mutual information. In addition, has fast computation of Cohen's kappa, the Rand indices, and the two mutual informations. Implements the methods of Thompson and Maitra (2020) <arxiv:2004.09073>.

Authors:Geoffrey Thompson [aut, cre]

catsim_0.2.3.tar.gz
catsim_0.2.3.zip(r-4.5)catsim_0.2.3.zip(r-4.4)catsim_0.2.3.zip(r-4.3)
catsim_0.2.3.tgz(r-4.4-x86_64)catsim_0.2.3.tgz(r-4.4-arm64)catsim_0.2.3.tgz(r-4.3-x86_64)catsim_0.2.3.tgz(r-4.3-arm64)
catsim_0.2.3.tar.gz(r-4.5-noble)catsim_0.2.3.tar.gz(r-4.4-noble)
catsim_0.2.3.tgz(r-4.4-emscripten)catsim_0.2.3.tgz(r-4.3-emscripten)
catsim.pdf |catsim.html✨
catsim/json (API)
NEWS

Peer review:

Bug tracker:https://github.com/gzt/catsim/issues

On CRAN:

binary-databinary-image-classificationbinary-image-processingcategorical-datacategorical-imagesclassificationimage-processing

14 exports 5 stars 1.16 score 32 dependencies 5 scripts 915 downloads

Last updated 4 years agofrom:8744abc76f. Checks:OK: 9. Indexed: yes.

Exports:adj_randadjusted_mibinssimcatmssim_2dcatmssim_3d_cubecatmssim_3d_slicecatsimcohen_kappaginiginicorrnormalized_mirand_indexsqrtginisqrtginicorr

Dependencies:briocallrclicrayondescdiffobjdigestevaluatefansifsgluejsonlitelifecyclemagrittrpillarpkgbuildpkgconfigpkgloadpraiseprocessxpsR6Rcpprematch2rlangrprojroottestthattibbleutf8vctrswaldowithr