Superpixel Image Segmentation
Overview
Image Segmentation using Superpixels, Affinity Propagation and Kmeans Clustering. The R code is based primarily on the article "Image Segmentation using SLIC Superpixels and Affinity Propagation Clustering, Bao Zhou, International Journal of Science and Research (IJSR), 2013" https://www.ijsr.net/archive/v4i4/SUB152869.pdf.
- I updated the
MakevarsandMakevars.winfiles by adding-DARMA_USE_CURRENT(see issue: https://github.com/RcppCore/RcppArmadillo/issues/476) - I removed the
-mthreadscompilation option from the "Makevars.win" file - I removed the "CXX_STD = CXX11" from the "Makevars" files, and the "[[Rcpp::plugins(cpp11)]]" from the "superPx_AP_Kmeans_Segment.cpp" file due to the following NOTE from CRAN, "NOTE Specified C++11: please drop specification unless essential" (see also: https://www.tidyverse.org/blog/2023/03/cran-checks-compiled-code/#note-regarding-systemrequirements-c11)
From NEWS.md in the release
Install
Health
- OK13 OK2026-09-08
- ERROR12 OK, 1 ERROR2026-09-07
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK13 OK2026-05-02
Show 3 earlier changesHide 3 earlier changes
- NOTE12 OK, 2 NOTE2026-04-22
- ERROR11 OK, 2 NOTE, 1 ERROR2026-04-18
- NOTE12 OK, 2 NOTE2026-03-10
Documentation
- Help pages
- 1
- Examples that run
- 100%1 run in a plain check
- Exported functions with examples
- 100%
- Documented parameters
- not tracked
- Return-value docs
- 0%
- Help pages citing references
- 100%
Downloads
Repository
- PRs merged (all time)
- 0%
- Median days to close, 50 most recently updated closed issues
- 3
- Median days to close, 50 most recently updated closed PRs
- 1
Stars over time
Forks over time
Releases over time
Issues over time
PRs over time
9 development-tooling and community-health practices detected across 4 families in the upstream repository
Checks run against github.com/mlampros/superpixelimagesegmentation on 2026-10-22.
The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel
Funding links: GitHub Sponsors
The repository owner accepts GitHub Sponsors
GitHub Pages site last deployed 2025-09-28 · The repository has a site deploy workflow
Dependencies
Installing SuperpixelImageSegmentation adds 48 packages (30 with compiled code, 43 MB of source tarballs). Heaviest: ggplot2 6.0 MB, bslib 5.6 MB, OpenImageR 3.6 MB.
Code & Tests
People & History
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- 1.0.6Latest
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- 1.0.52022-02-06 · diff ↗
- RR 4.1.0 released · 2021-05-18
- 1.0.42021-05-04 · diff ↗
- 1.0.32021-03-05 · diff ↗
- 1.0.22020-06-13 · diff ↗
- RR 4.0.0 released · 2020-04-24
- 1.0.12019-05-29 · diff ↗
- RR 3.6.0 released · 2019-04-26
- 1.0.02018-12-30
- RR 3.5.0 released · 2018-04-23
Package metadata
- First published
- 2018-12-30
- Total releases
- 7 / 8 yrs
- License
- GPL-3 OSI
- Minimum R
- ≥ 3.2
- Download size
- 143 KB
Cite
Cite this package
Run in R for the authors' preferred citation:
citation("SuperpixelImageSegmentation")The package provides a citation file that builds its entry when R runs it. Run citation() to see it.
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From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.