Title :
Subset-universal lossy compression
Author :
Ordentlich, Or ; Shayevitz, Ofer
Author_Institution :
Tel Aviv Univ., Tel Aviv, Israel
fDate :
April 26 2015-May 1 2015
Abstract :
A lossy source code C with rate R for a discrete memoryless source S is called subset-universal if for every 0 <; R´ <; R, almost every subset of 2nR´ of its codewords achieves average distortion close to the source´s distortion-rate function D(R´). In this paper we prove the asymptotic existence of such codes. Moreover, we show the asymptotic existence of a code that is subset-universal with respect to all sources with the same alphabet.
Keywords :
data compression; distortion; source coding; discrete memoryless source; lossy source code; source distortion-rate function; subset-universal lossy compression; Decoding; Distortion; Distortion measurement; Encoding; Indexes; Tin; Zinc;
Conference_Titel :
Information Theory Workshop (ITW), 2015 IEEE
Conference_Location :
Jerusalem
Print_ISBN :
978-1-4799-5524-4
DOI :
10.1109/ITW.2015.7133146