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colordistance
View on CRAN: Click
here
Download and install colordistance package within the R console
Install from CRAN:
install.packages("colordistance")
Install from Github:
library("remotes")
install_github("cran/colordistance")
Install by package version:
library("remotes")
install_version("colordistance", "1.1.2")
Attach the package and use:
library("colordistance")
Maintained by
Hannah Weller
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.colordistance . colordistance results . colordistance.pdf . colordistance_1.1.2.tar.gz . colordistance_1.1.2.zip . colordistance_1.1.2.zip . colordistance_1.1.2.zip . colordistance_1.1.2.tgz . colordistance_1.1.2.tgz . colordistance_1.1.2.tgz . colordistance_1.1.2.tgz . colordistance archive . https://CRAN.R-project.org/package=colordistance .
First Published: 2017-06-03
Latest Update: 2021-03-20
Description:
Loads and displays images, selectively masks specified background
colors, bins pixels by color using either data-dependent or
automatically generated color bins, quantitatively measures color
similarity among images using one of several distance metrics for
comparing pixel color clusters, and clusters images by object color
similarity. Uses CIELAB, RGB, or HSV color spaces. Originally written
for use with organism coloration (reef fish color diversity, butterfly
mimicry, etc), but easily applicable for any image set.
How to cite:
Hannah Weller (2017). colordistance: Distance Metrics for Image Color Similarity. R package version 1.1.2, https://cran.r-project.org/web/packages/colordistance. Accessed 18 Apr. 2025.
Previous versions and publish date:
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View colordistance citation profile
Other R packages that colordistance depends,
imports, suggests or enhances
Complete documentation for colordistance
Functions, R codes and Examples using
the colordistance R package
Some associated functions: EMDistance . chisqDistance . colorDistance . combineClusters . combineList . convertColorSpace . exportTree . extractClusters . getColorDistanceMatrix . getHistColors . getHistList . getImageHist . getImagePaths . getKMeanColors . getKMeansList . getLabHist . getLabHistList . heatmapColorDistance . imageClusterPipeline . loadImage . normalizeRGB . orderClusters . pause . plotClusters . plotClustersMulti . plotHist . plotImage . plotPixels . removeBackground . scatter3dclusters . weightedPairsDistance .
Some associated R codes: 01_raw_image_handling.R . 01b_remove_background.R . 02_color_space_conversion.R . 02a_histogram_color_clustering.R . 02b_Lab_color_clustering.R . 02c_kmeans_color_clustering.R . 03_cluster_averaging.R . 04_comparison_metrics.R . 05_output_visualization.R . 06_pipeline.R . 07_miscellaneous.R . Full colordistance package functions and examples
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