noise_blue: Blue noise generator

In thomasp85/ambient: A Generator of Multidimensional Noise

Blue noise generator

Description

Blue noise is a form of noise that has weak low-frequency. This means that it is devoid of larger structures and can be blurred to an even gray. Blue noise in ambient is calculated using the popular Void-and-cluster method developed by Ulichney. Calculating blue noise is much more computationally expensive than e.g. white noise so ambient does not provide a gen_blue() generator, only the noise_blue() texture function. Computation time increases linearly with the number of pixels in the texture and can get prohibitly long very soon. However, blue noise is tile-able so a good suggestion is to try tiling e.g. a 64x64 texture to the desired dimensions and see if that suffices.

Usage

noise_blue(dim, sd = 10, seed_frac = 0.1)

Arguments

dim	The dimensions (height, width, (and depth, (and time))) of the noise to be generated. The length determines the dimensionality of the noise.
sd	The standard deviation of the gaussian filter to apply during the search for clusters and voids.
seed_frac	The fraction of pixels to seed the algorithm with during start

Value

For noise_white() a vector if length(dim) == 1, matrix if length(dim) == 2 or an array if length(dim) >= 3.

References

R. A. Ulichney (1993). Void-and-cluster method for dither array generation. Proc. SPIE 1913, Human Vision, Visual Processing, and Digital Display IV

Examples

# Basic use
noise <- noise_blue(c(64, 64))

plot(as.raster(normalise(noise)))

thomasp85/ambient documentation built on Sept. 14, 2022, 8:02 a.m.