Hello. I have recently been spending a lot of time dithering. In image processing, dithering is the act of applying intentional perturbations or noise in order to compensate for the information lost during colour reduction, also known as quantisation. In particular, I’ve become very interested in a specific type of dithering and its application to colour palettes of arbitrary or irregular colour distributions. Before going into detail however, let’s briefly review the basics of image dithering.
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We have K buckets and K + 1 fractional parts tossed into them; no matter how we slice and dice it, at least two elements will necessarily end up in the same bucket. This is the pigeonhole principle.