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color-quantization's Introduction

COLOR QUANTIZATION

example image

NOTE: Image quantized to 5 discrete colors

Color quantization is quantization applied to vectors in a three dimensional color space. In this case the color palette choosen for color quantization, is obteined through performing the k-means algorithm with the RGB values of each pixel in an image, as points in a three dimensional space. Afterwards the values of each pixel are rounded or quantized to the nearest centroid obtained from the k-means algorithm.

Usage

This algorithm can be applied to a bitmap image, and produces an output bitmap image with n different colors, trying to conserve the original colors as acurately as possible.

  1. Build with

    make

  2. Run the program with

    ./main <src image> <out image> <num colors>

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