Im this master thesis we studied the image quantization problem. First, we presented an introduction about digital image and its attributes. The image quantization problem is presented showing strategies for solving it. We presented several image quantization algorithms and proposed a new one called quantization by pairwise clustering. In the conclusion, we made a comparison between all algorithms presented.