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The color reduction or color quantization is needed for many reasons such as, to compress the high-resolution images which take a lot of the disk space and to easily view the images on the screens that do not support a large number of color ranges (low-resolution Screens). Color quantization generates a new image, which has less number of colors, but the difference between the Quantized Image and...