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Interesting. I had not worked on such a problem before. But searching online, I believe this "K-Means method" may be what you are looking for: https://muthu.co/reduce-the-number-of-colors-of-an-image-using-k-means-clustering/
RE: Linear Approximation - Introduction and Examples