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ABSTRACT
Title |
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A NOVEL CODEBOOK INITIALISATION TECHNIQUE FOR GENERALIZED LLOYD ALGORITHM USING CLUSTER DENSITY |
Authors |
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K.Somasundaram, S.Vimala |
Keywords |
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Copy-codevector, training set; PSNR; codebook |
Issue Date |
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August 2010 |
Abstract |
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In this paper, a novel codebook initialization technique
has been adopted for Generalized Lloyd Algorithm (GLA). GLA
plays an important role in the design of Vector Quantizers. The
proposed technique generates initial seeds in a simple way which
reduced the computational complexity when compared to other
existing techniques. The initial codebook thus generated using the
proposed technique is iteratively improved using GLA to
improve the quality (PSNR) of the reconstructed images. |
Page(s) |
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1807-1809 |
ISSN |
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0975–3397 |
Source |
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Vol. 2, Issue.5 |
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