Lifting scheme of biorthogonal wavelet transform based on discrete interpolatory splines

被引:0
|
作者
Averbuch, AZ [1 ]
Pevnyi, AB [1 ]
Zheludev, VA [1 ]
机构
[1] Tel Aviv Univ, Dept Comp Sci, IL-69978 Tel Aviv, Israel
关键词
discrete splines; biorthogonal wavelets; lifting scheme; Butterworth filters;
D O I
10.1117/12.408645
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In the paper we present a new family of biorthogonal wavelet transforms and a related library of biorthogonal periodic symmetric waveforms. For the construction we used the interpolatory discrete splines which enabled us to design a library of perfect reconstruction filter banks. These filter banks are related to Butterworth filters. The construction is performed in a "lifting" manner. The difference from the conventional lifting scheme is that all the transforms are implemented in the frequency domain with the use of the fast Fourier transform (FFT). Two ways to choose the control filters are suggested. The proposed scheme is based on interpolation and, as such, it involves only samples of signals and it does not require any use of quadrature formulas. These filters have linear phase property and the basic waveforms are symmetric. In addition, these filters yield perfect frequency resolution.
引用
收藏
页码:564 / 575
页数:12
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