Presentation 1994/7/23
Asymptotic Properties of a Lossy Data Compression Algorithm based on the Gold-washing Algorithm
Naoki Maeji, Hiroki Koga, Suguru Arimoto,
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Abstract(in English) An universal lossy data compression based on Gold-washing algorithm is proposed by Z.Zhang,and V.K.Wei in 1993.This code is based on a continuous codebook refinement and they proved that it adhieves the rate distortion bound in asymptotic sense under some additickal conditions.Though they do not describe the detailed result applied practical data.In this paper,rate-distortion performances of Gold-washing algorithm are analysed by computer simulations under the assumption of discrete memoryless sources.In addition,a modified Gold-washing algorithm is proposed,which has the same Perfomance with less number of refinements than that of the original Gold-washing algorithm.
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Keyword(in English) lossy data compression / rate-distortion theory / asymptotic optimality
Paper # IT94-52
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Committee IT
Conference Date 1994/7/23(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
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Title (in English) Asymptotic Properties of a Lossy Data Compression Algorithm based on the Gold-washing Algorithm
Sub Title (in English)
Keyword(1) lossy data compression
Keyword(2) rate-distortion theory
Keyword(3) asymptotic optimality
1st Author's Name Naoki Maeji
1st Author's Affiliation Department of Mathematical Engineering and Information Physics, Faculty of Engineering,University of Tokyo()
2nd Author's Name Hiroki Koga
2nd Author's Affiliation Department of Mathematical Engineering and Information Physics, Faculty of Engineering,University of Tokyo
3rd Author's Name Suguru Arimoto
3rd Author's Affiliation Department of Mathematical Engineering and Information Physics, Faculty of Engineering,University of Tokyo
Date 1994/7/23
Paper # IT94-52
Volume (vol) vol.94
Number (no) 171
Page pp.pp.-
#Pages 6
Date of Issue