DocumentCode :
1345363
Title :
Context-based lossless interband compression-extending CALIC
Author :
Wu, Xiaolin ; Memon, Nasir
Author_Institution :
Dept. of Comput. Sci., Univ. of Western Ontario, London, Ont., Canada
Volume :
9
Issue :
6
fYear :
2000
fDate :
6/1/2000 12:00:00 AM
Firstpage :
994
Lastpage :
1001
Abstract :
This paper proposes an interband version of CALIC (context-based, adaptive, lossless image codec) which represents one of the best performing, practical and general purpose lossless image coding techniques known today. Interband coding techniques are needed for effective compression of multispectral images like color images and remotely sensed images. It is demonstrated that CALIC´s techniques of context modeling of DPCM errors lend themselves easily to modeling of higher-order interband correlations that cannot be exploited by simple interband linear predictors alone. The proposed interband CALIC exploits both interband and intraband statistical redundancies, and obtains significant compression gains over its intrahand counterpart. On some types of multispectral images, interband CALIC can lead to a reduction in bit rate of more than 20% as compared to intraband CALIC. Interband CALIC only incurs a modest increase in computational cost as compared to intraband CALIC
Keywords :
adaptive codes; codecs; correlation methods; differential pulse code modulation; entropy codes; image coding; image colour analysis; linear predictive coding; remote sensing; spectral analysis; statistical analysis; DPCM errors; bit rate reduction; color images; compression gains; computational cost; context-based adaptive lossless image codec; context-based lossless interband compression; entropy coding contexts; higher-order interband correlations; interband CALIC; interband coding; interband linear predictors; interband statistical redundancy; intraband CALIC; intraband statistical redundancy; lossless image coding; multispectral images; remotely sensed images; Codecs; Color; Computer science; Context modeling; Humans; Ice; Image coding; Image reconstruction; Multispectral imaging; Remote sensing;
fLanguage :
English
Journal_Title :
Image Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1057-7149
Type :
jour
DOI :
10.1109/83.846242
Filename :
846242
Link To Document :
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