fastGLCM: 'GLCM' Texture Features
Two 'Gray Level Co-occurrence Matrix' ('GLCM') implementations are included: The first is a fast 'GLCM' feature texture computation based on 'Python' 'Numpy' arrays ('Github' Repository, <https://github.com/tzm030329/GLCM>). The second is a fast 'GLCM' 'RcppArmadillo' implementation which is parallelized (using 'OpenMP') with the option to return all 'GLCM' features at once. For more information, see "Artifact-Free Thin Cloud Removal Using Gans" by Toizumi Takahiro, Zini Simone, Sagi Kazutoshi, Kaneko Eiji, Tsukada Masato, Schettini Raimondo (2019), IEEE International Conference on Image Processing (ICIP), pp. 3596-3600, <doi:10.1109/ICIP.2019.8803652>.
| Version: | 1.0.3 |
| Depends: | R (≥ 3.2.3) |
| Imports: | Rcpp (≥ 1.0.8.3),R6,rlang,OpenImageR, utils |
| LinkingTo: | Rcpp,RcppArmadillo,OpenImageR |
| Suggests: | reticulate,covr,knitr,rmarkdown,testthat (≥ 3.0.0) |
| Published: | 2025-09-14 |
| DOI: | 10.32614/CRAN.package.fastGLCM |
| Author: | Lampros Mouselimis [aut, cre], Takahiro Toizumi [cph] (Author of the fastGLCM Python code) |
| Maintainer: | Lampros Mouselimis <mouselimislampros at gmail.com> |
| BugReports: | https://github.com/mlampros/fastGLCM/issues |
| License: | GPL-3 |
| Copyright: | inst/COPYRIGHTS fastGLCM copyright details |
| URL: | https://github.com/mlampros/fastGLCM |
| NeedsCompilation: | yes |
| SystemRequirements: | apt-get-pip: apt-get install -y python3-pip (deb),python3-pip: python3 -m pip install -U pip (deb), numpy: pip3install -U numpy (deb), cv2: pip3 install -U opencv-python(deb), matplotlib: pip3 install -U matplotlib (deb), skimage:pip3 install -U scikit-image (deb), libarmadillo: apt-getinstall -y libarmadillo-dev (deb), libblas: apt-get install -ylibblas-dev (deb), liblapack: apt-get install -y liblapack-dev(deb), libarpack++2: apt-get install -y libarpack++2-dev (deb),gfortran: apt-get install -y gfortran (deb) |
| Citation: | fastGLCM citation info |
| Materials: | README,NEWS |
| CRAN checks: | fastGLCM results |
Documentation:
| Reference manual: | fastGLCM.html ,fastGLCM.pdf |
| Vignettes: | Functionality of the fastGLCM R package (source,R code) |
Downloads:
| Package source: | fastGLCM_1.0.3.tar.gz |
| Windows binaries: | r-devel:fastGLCM_1.0.3.zip, r-release:fastGLCM_1.0.3.zip, r-oldrel:fastGLCM_1.0.3.zip |
| macOS binaries: | r-release (arm64):fastGLCM_1.0.3.tgz, r-oldrel (arm64):fastGLCM_1.0.3.tgz, r-release (x86_64):fastGLCM_1.0.3.tgz, r-oldrel (x86_64):fastGLCM_1.0.3.tgz |
| Old sources: | fastGLCM archive |
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=fastGLCMto link to this page.