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
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