TY - JOUR
T1 - 9/7 discrete wavelet transform with binary coefficients in JPEG2000
AU - Liu, Zaide
AU - Zheng, Nanning
AU - Liu, Yuehu
AU - Lan, Xuguang
PY - 2003/12
Y1 - 2003/12
N2 - 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.
AB - 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.
KW - Discrete wavelet transform
KW - Fixed-point computing
KW - Floating-point computing method
KW - Lifting
KW - Shift-add operation
UR - https://www.scopus.com/pages/publications/1842474364
M3 - 文章
AN - SCOPUS:1842474364
SN - 0253-987X
VL - 37
SP - 1211
EP - 1215
JO - Hsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University
JF - Hsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University
IS - 12
ER -