DocumentCode
392224
Title
Wavelet zero-path mapping algorithm for multimedia images coding
Author
Teow, Matthew ; Tan, Rodney
Author_Institution
Dept. of Inf. Technol., HELP Inst., Kuala Lumpur, Malaysia
fYear
2003
fDate
14-15 Jan. 2003
Firstpage
16
Lastpage
20
Abstract
In the age of information and communication technology (ICT), the requirements of multimedia image transmission are essential. Image compression (source coding) has provided significant improvements for communication bandwidth, and transmission cost and data rate. The objective of the paper is to develop new techniques for strengthening the compression of still images. The features of the proposed algorithm include: (i) a wavelet transform engine, which provides a better image compression rate and visual quality as compared to DCT-based systems (JPEG); (ii) zero-path which exploits the cross-scale self-similarity of wavelet coefficients and thus provides zero-path compression; (iii) the absence of side information (significant map) for coding and decoding of zero-tree structure hence reduces the data bits for significant map symbolic coding; (iv) adaptive arithmetic entropy coding provides further compression on generating variable-length codewords. Experimental results show that the proposed algorithm outperforms both JPEG and the EZW (embedded zerotree wavelet) algorithms in terms of peak signal-to-noise ratio (PSNR), data compression bit-rate (bpp), and also human visual perception.
Keywords
adaptive codes; arithmetic codes; entropy codes; image coding; multimedia communication; source coding; transform coding; wavelet transforms; DCT; EZW algorithm; JPEG; adaptive arithmetic entropy coding; adaptive coding; arithmetic coding; data compression bit-rate; embedded zerotree wavelet algorithm; human visual perception; image compression; map symbolic coding; multimedia image coding; multimedia image transmission; peak signal-to-noise ratio; source coding; variable-length codewords; wavelet coefficient self-similarity; wavelet transform engine; wavelet zero-path mapping algorithm; zero-path compression; Bandwidth; Communications technology; Costs; Engines; Image coding; Image communication; PSNR; Source coding; Transform coding; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Telecommunication Technology, 2003. NCTT 2003 Proceedings. 4th National Conference on
Print_ISBN
0-7803-7773-7
Type
conf
DOI
10.1109/NCTT.2003.1188293
Filename
1188293
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