OpenImageR

An Image Processing Toolkit

Incorporates functions for image preprocessing, filtering and image recognition. The package takes advantage of 'RcppArmadillo' to speed up computationally intensive functions. The histogram of oriented gradients descriptor is a modification of the 'findHOGFeatures' function of the 'SimpleCV' computer vision platform, the average_hash(), dhash() and phash() functions are based on the 'ImageHash' python library and the Gabor Feature Extraction functions are based on 'Matlab' code of the paper, "CloudID: Trustworthy cloud-based and cross-enterprise biometric identification" by M. Haghighat, S. Zonouz, M. Abdel-Mottaleb, Expert Systems with Applications, vol. 42, no. 21, pp. 7905-7916, 2015, <doi:10.1016/j.eswa.2015.06.025>.

Total

26,113

Last month

1,960

Last week

500

Average per day

65

Daily downloads

Total downloads

Description file content

Package
OpenImageR
Type
Package
Title
An Image Processing Toolkit
Version
1.1.1
Date
2018-08-21
Depends
R(>= 3.2.3)
Imports
Rcpp (>= 0.12.17), shiny, jpeg, png, tiff, utils, R6
BugReports
https://github.com/mlampros/OpenImageR/issues
URL
Description
Incorporates functions for image preprocessing, filtering and image recognition. The package takes advantage of 'RcppArmadillo' to speed up computationally intensive functions. The histogram of oriented gradients descriptor is a modification of the 'findHOGFeatures' function of the 'SimpleCV' computer vision platform, the average_hash(), dhash() and phash() functions are based on the 'ImageHash' python library and the Gabor Feature Extraction functions are based on 'Matlab' code of the paper, "CloudID: Trustworthy cloud-based and cross-enterprise biometric identification" by M. Haghighat, S. Zonouz, M. Abdel-Mottaleb, Expert Systems with Applications, vol. 42, no. 21, pp. 7905-7916, 2015, .
License
GPL-3
Copyright
inst/COPYRIGHTS
SystemRequirements
The package requires a C++11 compiler.
LinkingTo
Rcpp, RcppArmadillo (>= 0.8.0)
Suggests
testthat, knitr, rmarkdown, grid, covr
RoxygenNote
6.0.1
VignetteBuilder
knitr
NeedsCompilation
yes
Packaged
2018-08-21 15:09:18 UTC; lampros
Author
Lampros Mouselimis [aut, cre], Sight Machine [cph] (findHOGFeatures function of the SimpleCV computer vision platform), Johannes Buchner [cph] (average_hash, dhash and phash functions of the ImageHash python library), Mohammad Haghighat [cph] (Gabor Feature Extraction)
Maintainer
Lampros Mouselimis
Repository
CRAN
Date/Publication
2018-08-22 05:10:15 UTC

install.packages('OpenImageR')

1.1.1

a month ago

https://github.com/mlampros/OpenImageR

Lampros Mouselimis

GPL-3

Depends on

R(>= 3.2.3)

Imports

Rcpp (>= 0.12.17), shiny, jpeg, png, tiff, utils, R6

Suggests

testthat, knitr, rmarkdown, grid, covr

Discussions