Design of even number rational symmetric compactly-supported biorthogonal wavelet filter
Xiaojie Duan
Abstract
Xiaojie Duan
Abstract
Most wavelet filters that constructed based on Daubechies compactly-supported wavelet construction theory have nonlinear phase and irrational number coefficients.Nonlinear phase may cause distortion in image processing,and irrational filter coefficients will cause much inconvenience for wavelet applications on computer,especially for embedded processor applications.With thought of the theory of perfect-reconstruction filter bankst,his paper does a study for linear phase biorthogonal perfect-reconstruction wavelet filter banks,and through of detail derivation,makes a conclusion for the procedure of even number rational coefficients symmetric compactly-supported biorthogonal wavelet filter construction,which can be achieved by adding some vanishing moments conditions.With the example of length 8-4 biorthogonal wavelet filters designt,his paper makes a detail discussion on the value selection for free variable appears in design equations,and then deduces the length 8-4 rational biorthogonal wavelet filters models.
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Most wavelet filters that constructed based on Daubechies compactly-supported wavelet construction theory have nonlinear phase and irrational number coefficients.Nonlinear phase may cause distortion in image processing,and irrational filter coefficients will cause much inconvenience for wavelet applications on computer,especially for embedded processor applications.With thought of the theory of perfect-reconstruction filter bankst,his paper does a study for linear phase biorthogonal perfect-reconstruction wavelet filter banks,and through of detail derivation,makes a conclusion for the procedure of even number rational coefficients symmetric compactly-supported biorthogonal wavelet filter construction,which can be achieved by adding some vanishing moments conditions.With the example of length 8-4 biorthogonal wavelet filters designt,his paper makes a detail discussion on the value selection for free variable appears in design equations,and then deduces the length 8-4 rational biorthogonal wavelet filters models.
Key concepts: Biorthogonal wavelet, Wavelet, Biorthogonal system, Mathematics, Linear phase, Wavelet packet decomposition, Applied mathematics, Cascade algorithm