IMAGE-CODING USING VECTOR QUANTIZATION OF WAVELET COEFFICIENTS

Citation
C. Dre et al., IMAGE-CODING USING VECTOR QUANTIZATION OF WAVELET COEFFICIENTS, Microprocessing and microprogramming, 40(10-12), 1994, pp. 927-930
Citations number
7
Categorie Soggetti
Computer Sciences","Computer Science Hardware & Architecture
ISSN journal
01656074
Volume
40
Issue
10-12
Year of publication
1994
Pages
927 - 930
Database
ISI
SICI code
0165-6074(1994)40:10-12<927:IUVQOW>2.0.ZU;2-H
Abstract
In this paper, we introduce a new image compression scheme that it inv olves three steps: First a multiresolution decomposition of the images is performed using the Wavelet Transform (WT). PL thresholding algori thm is then used for the wavelet coefficients. Finally, the coefficien ts derived from the second step are vector quantized using a multireso lution codebook. The LGB algorithm is used for the Vector Quantization (VQ). Our experimental results showed that the Lena image can be code d by a two-level system at the rate of 0.24 bpp having a PSNR of 30.40 db.