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A fast Floyd-Steinberg dithering filter in C++ using Rcpp
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library(Rcpp) | |
#' Floyd-Steinberg dithering | |
#' | |
#' @description Rcpp C++ function for Floyd-Steinberg dithering | |
#' More info: https://en.wikipedia.org/wiki/Floyd%E2%80%93Steinberg_dithering | |
#' Note, this is a C++ translation of the FloydConvolution function by Todos Logos | |
#' from https://www.r-bloggers.com/r-is-a-cool-image-editor-2-dithering-algorithms/ | |
#' | |
#' @param x Greyscaled 2D image matrix | |
#' @return Dithered image matrix | |
#' | |
#' @examples { | |
#' ## Read image | |
#' library(jpeg) | |
#' img <- readJPEG(system.file("img", "Rlogo.jpg", package="jpeg")) | |
#' ## Take red channel as greyscale | |
#' imgGrey <- img[,,1] | |
#' dither <- ditherC(imgGrey) | |
#' ## Plot | |
#' image(t(apply(dither, 2, rev)), useRaster=TRUE, axes=FALSE, col = grey(seq(0, 1, length = 256))) | |
#' } | |
cppFunction('NumericMatrix ditherC(NumericMatrix x) { | |
NumericMatrix a = x; | |
int nrow = a.nrow(), ncol = a.ncol(); | |
for (int i = 1; i < nrow-1; i++) { | |
for (int j = 1; j < ncol-1; j++) { | |
int P = trunc(a(i, j)+0.5); | |
double e = a(i, j) - P; | |
a(i, j) = P; | |
a(i, j+1) = a(i, j+1) + (e * 7/16); | |
a(i+1, j-1) = a(i+1, j-1) + (e * 3/16); | |
a(i+1, j) = a(i+1, j) + (e * 5/16); | |
a(i+1, j+1) = a(i+1, j+1) + (e * 1/16); | |
} | |
} | |
return a; | |
}') |
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Sample output