If the total distance is not improved substantially, The centroids are each split to two. The mean of vectors of each cluster replaces the centroid first. The disttance of each vector from these centroids is found and each vector is associated with a cluster. The data set is split to two clusters, first, and the mean of each cluster is found (centroids). This function is for training a codebook for vector quantization. Television Video Signals., quantization results in nothing more than the addition of a specific amount of random noise to. ![]()
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