Package: fastGLCM
Type: Package
Title: 'GLCM' Texture Features
Version: 1.0.2
Date: 2022-09-25
Authors@R: c( person("Lampros", "Mouselimis", email = "mouselimislampros@gmail.com", role = c("aut", "cre"), comment = c(ORCID = "https://orcid.org/0000-0002-8024-1546")), person("Takahiro", "Toizumi", role = "cph", comment = "Author of the fastGLCM Python code") )
Maintainer: Lampros Mouselimis <mouselimislampros@gmail.com>
BugReports: https://github.com/mlampros/fastGLCM/issues
URL: https://github.com/mlampros/fastGLCM
Description: 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>.
SystemRequirements: apt-get-pip: apt-get install -y python3-pip (deb),
        python3-pip: python3 -m pip install -U pip (deb), numpy: pip3
        install -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-get
        install -y libarmadillo-dev (deb), libblas: apt-get install -y
        libblas-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)
License: GPL-3
Copyright: inst/COPYRIGHTS
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)
Encoding: UTF-8
RoxygenNote: 7.2.1
Config/testthat/edition: 3
VignetteBuilder: knitr
NeedsCompilation: yes
Packaged: 2022-09-25 17:30:02 UTC; lampros
Author: Lampros Mouselimis [aut, cre] (<https://orcid.org/0000-0002-8024-1546>),
  Takahiro Toizumi [cph] (Author of the fastGLCM Python code)
Repository: CRAN
Date/Publication: 2022-09-25 17:50:09 UTC
Built: R 4.5.0; x86_64-apple-darwin20; 2025-04-02 18:11:26 UTC; unix
Archs: fastGLCM.so.dSYM
