Abstract
Based on the binary representation for real number, the lifting coefficients of the 9/7 biorthogonal wavelet filter pair of CDF (Cohen, Daubechies and Feauveau) are expressed in binary representation. A simple shift-add operation is used to substitute for the multiplier with complicated architecture operating on floating-point, so that the 9/7 discrete wavelet transform in JPEG2000 is implemented through fixed-point computing. Compared with the floating-point computing method, the shift-add operation is simpler, and can be implemented easily by VLSI, which enables the real-time image processing to be realized by hardware. The simulation results show that, in the case of low compression ratio, the PSNR (peak signal-to-noise ratio) of the reconstructed image by the shift-add operation is only 0.1 dB lower than the floating-point computing method. When the compression ratio is high, our method is a little superior to the latter.
| Original language | English |
|---|---|
| Pages (from-to) | 1211-1215 |
| Number of pages | 5 |
| Journal | Hsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University |
| Volume | 37 |
| Issue number | 12 |
| State | Published - Dec 2003 |
Keywords
- Discrete wavelet transform
- Fixed-point computing
- Floating-point computing method
- Lifting
- Shift-add operation
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