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Competitive Splitting for Codebook Initialization

Published in IEEE Signal Processing Letters • Apr 26, 2004
Authors:
Hao Xiong
,
M.N.S. Swamy
,
Muneer Ahmad

Abstract

Codebook initialization usually has a significant effect on the performance of vector quantization algorithms. This letter presents a new scheme of codebook initialization in which the competitive learning and code vector splitting are incorporated together to produce a good initial codebook. Based ...

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