DocumentCode :
1518058
Title :
A context based adaptive arithmetic coding technique for lossless image compression
Author :
Triantafyllidis, G.A. ; Strintzis, M.G.
Author_Institution :
Inf. Process. Lab., Aristotelian Univ. of Thessaloniki, Greece
Volume :
6
Issue :
7
fYear :
1999
fDate :
7/1/1999 12:00:00 AM
Firstpage :
168
Lastpage :
170
Abstract :
Significant progress has recently been made in lossless image compression using discrete wavelet transforms. The overall performance of these schemes may be further improved by properly designing efficient entropy coders. A new technique is introduced for the implementation of context based adaptive arithmetic entropy coding. This technique is based on the prediction of the value of the current transform coefficient, using a weighted least squares method, in order to achieve appropriate context selection for arithmetic coding. Experimental results illustrate and evaluate the performance of the proposed technique.
Keywords :
adaptive codes; arithmetic codes; data compression; discrete wavelet transforms; entropy codes; image coding; least squares approximations; prediction theory; transform coding; context based adaptive arithmetic coding; context selection; discrete wavelet transforms; efficient entropy coders; experimental results; lossless image compression; performance evaluation; transform coefficient prediction; weighted least squares method; Arithmetic; Context modeling; Discrete transforms; Discrete wavelet transforms; Entropy coding; Image coding; Least squares methods; Linear regression; Pixel; Probability;
fLanguage :
English
Journal_Title :
Signal Processing Letters, IEEE
Publisher :
ieee
ISSN :
1070-9908
Type :
jour
DOI :
10.1109/97.769360
Filename :
769360
Link To Document :
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