DocumentCode :
2853509
Title :
Embedded multiple subbands scaling hybrid coding based on integer wavelet transforms
Author :
Zhang Li-bao ; Ke, Wang
Author_Institution :
Coll. of Commun. Eng., Jilin Univ., Changchun, China
fYear :
2004
fDate :
18-20 Dec. 2004
Firstpage :
341
Lastpage :
344
Abstract :
The integer wavelet transform (IWT) allows both lossy and lossless compression using a single bitstream. However, its rate-distortion performance is inferior to the discrete wavelet transform (DWT). In this paper, a new coding algorithm called multiple subbands scaling hybrid coding (MSHC) is presented based on the analysis of IWT signal characterization. The new algorithm scales each subband with the scaling factor, which can optimize the transform coefficient distribution of the subband. A segmentation threshold based on the integer powers of two is selected. All coefficients above this threshold are encoding using simple fast quadtree partitioning scheme. The residual coefficients below the threshold are encoding using block arithmetic coding. Experimental results show that the MSHC is able to raise the IWT lossy compression performance up to the DWT level and provides PSNR up to 0.4/spl sim/0.8 dB better than JPEG2000 method using IWT.
Keywords :
arithmetic codes; block codes; data compression; discrete wavelet transforms; distortion; image coding; optimisation; quadtrees; transform coding; JPEG2000 method; PSNR; block arithmetic coding; discrete wavelet transform; embedded multiple subbands scaling hybrid coding; fast quadtree partitioning scheme; integer wavelet transform; lossless compression; rate-distortion performance; segmentation threshold; signal-to-noise ratio; transform coefficient distribution; Algorithm design and analysis; Arithmetic; Discrete transforms; Discrete wavelet transforms; Encoding; Partitioning algorithms; Performance loss; Rate-distortion; Signal analysis; Wavelet transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image and Graphics (ICIG'04), Third International Conference on
Conference_Location :
Hong Kong, China
Print_ISBN :
0-7695-2244-0
Type :
conf
DOI :
10.1109/ICIG.2004.61
Filename :
1410454
Link To Document :
بازگشت