Name
Title | ||
|---|---|---|
A cost-error optimized architecture for 9/7 lifting based Discrete Wavelet Transform with balanced pipeline stages |
Abstract | ||
|---|---|---|
Discrete Wavelet Transform (DWT) is increasingly recognized in image/video compression standards, as indicated by its use in JPEG2000. The lifting scheme algorithm is an alternative DWT implementation that has a lower computational complexity. In this paper, a new high performance lifting-based architecture is presented for the 9/7 DWT engine. The proposed architecture has a balanced pipeline and improves both the computational error and hardware complexity for any given working frequency. In the proposed architecture, the constant coefficients are modified by introducing new variables to the conventional lifting structure to minimize hardware cost and computational error, imposed by quantization of coefficients. Simulation results indicate a quality improvement of up to 15 dB when compared to an architecture using the standard coefficients that has the same hardware cost and working frequency. Similarly, the hardware cost is reduced by about 20% when both architectures deliver the same PSNR when operating at the same frequency. |
Year | DOI | Venue |
|---|---|---|
2009 | 10.1109/ICASSP.2009.4959652 | ICASSP |
Keywords | Field | DocType |
dwt engine,computational error,alternative dwt implementation,lower computational complexity,discrete wavelet transform,lifting-based architecture,hardware cost,balanced pipeline stage,cost-error optimized architecture,conventional lifting structure,hardware complexity,lifting scheme algorithm,proposed architecture,lifting scheme,optimization,wavelet transforms,hardware,quality improvement,frequency,computer architecture,psnr,image recognition,computational complexity,pipelines,transform coding,video compression | Mathematical optimization,Lifting scheme,Computer science,Real-time computing,Second-generation wavelet transform,Discrete wavelet transform,JPEG 2000,Quantization (signal processing),Data compression,Computer engineering,Computational complexity theory,Wavelet transform | Conference |
ISSN | Citations | PageRank |
1520-6149 | 0 | 0.34 |
References | Authors | |
9 | 5 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Alireza Aminlou | 1 | 85 | 14.99 |
| Fatemeh Refan | 2 | 28 | 4.59 |
| Mahmoud Reza Hashemi | 3 | 131 | 27.70 |
| Omid Fatemi | 4 | 78 | 15.71 |
| Saeed Safari | 5 | 143 | 24.94 |