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
fDate :
7/1/1999 12:00:00 AM
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;
Journal_Title :
Signal Processing Letters, IEEE