Quantization and the method ofk-means
David Pollard · IEEE Transactions on Information Theory · 1982
Asymptotic results from the statistical theory ofk-means clustering are applied to problems of vector quantization. The behavior of quantizers constructed from long training sequences of data is analyzed by relating it to the consistency problem fork-means.