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
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