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redR
View on CRAN: Click
here
Download and install redR package within the R console
Install from CRAN:
install.packages("redR")
Install from Github:
library("remotes")
install_github("cran/redR") Install by package version:
library("remotes")
install_version("redR", "1.0.1") Attach the package and use:
library("redR")
Maintained by
Adriano Passos
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-06-14
Latest Update:
Description:
Regularization by Denoising uses a denoising engine to solve
many image reconstruction ill-posed inverse problems. This is a R
implementation of the algorithm developed by Romano et.al. (2016) . Currently,
only the gradient descent optimization framework is implemented. Also,
only the median filter is implemented as a denoiser engine. However,
(almost) any denoiser engine can be plugged in. There are currently available
3 reconstruction tasks: denoise, deblur and super-resolution. And again,
any other task can be easily plugged into the main function 'RED'.
How to cite:
Adriano Passos (2017). redR: REgularization by Denoising (RED). R package version 1.0.1, https://cran.r-project.org/web/packages/redR. Accessed 18 Sep. 2026.
Previous versions and publish date:
Other packages that cited redR R package
View redR citation profile
Other R packages that redR depends,
imports, suggests or enhances
Functions, R codes and Examples using
the redR R package
Some associated functions: RED . cameraman . degrade . error . fft_convolve . lenna . register . resample . shift . transform .
Some associated R codes: RED_pkg.R . convolve.R . data.R . degrade.R . error.R . red.R . registration.R . resample.R . shift.R . transform.R . Full redR package functions and examples
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