DocumentCode :
2127431
Title :
Lossless image compression using integer coefficient filter banks and class-wise arithmetic coding
Author :
Balasingham, Ilangko ; Lervik, J.M. ; Ramstad, Tor A.
Author_Institution :
Dept. of Telecommun., Norwegian Univ. of Sci. & Technol., Trondheim, Norway
Volume :
3
fYear :
1998
fDate :
12-15 May 1998
Firstpage :
1349
Abstract :
A novel way of constructing integer coefficient 2-channel filter banks is proposed. A set of relationships among the filter coefficients is established in order to satisfy linear phase, perfect reconstruction, and FIR properties. The remaining degrees of freedom are used to obtain integer coefficient values by maximizing a performance evaluation function, namely the subband coding gain. The number of bits required to represent the subband samples is kept low through efficient nonlinear implementation techniques. An octave-band frequency partitioning where the number of stages is determined according to the image size is employed. The subband samples are then classified into one out of a finite number of classes, and each class is coded by an arithmetic coder. The obtained compression ratios are encouraging compared to the “best” results reported so far in the literature
Keywords :
FIR filters; arithmetic codes; band-pass filters; data compression; digital filters; image classification; image coding; image reconstruction; image sampling; 2-channel filter banks; FIR properties; arithmetic coder; class-wise arithmetic coding; compression ratios; degrees of freedom; filter coefficients; image classification; image size; integer coefficient filter banks; linear phase; lossless image compression; nonlinear implementation techniques; octave-band frequency partitioning; perfect reconstruction; performance evaluation function; subband coding gain; subband samples; Bit rate; Channel bank filters; Digital arithmetic; Filter bank; Finite impulse response filter; Frequency; Image coding; Image reconstruction; Information filtering; Internet;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on
Conference_Location :
Seattle, WA
ISSN :
1520-6149
Print_ISBN :
0-7803-4428-6
Type :
conf
DOI :
10.1109/ICASSP.1998.681696
Filename :
681696
Link To Document :
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