Symmetry property and construction of wavelets with a general dilation matrix

In this note, we are interested in the symmetry property of a refinable function with a general dilation matrix. We investigate the symmetry group of a mask so that its associated refinable function with a general dilation matrix has a certain kind of symmetry. Given two dilation matrices which produce the same lattice, we demonstrate that if a mask has a certain kind of symmetry, then its associated refinable functions with respect to the two dilation matrices are the same; therefore, the two corresponding derived wavelet systems are essentially the same. Finally, we illustrate that for any dilation matrix, orthogonal masks, as well as interpolatory masks having nonnegative symbols, can be easily constructed with any preassigned order of sum rules by employing a linear transform. Without solving any equations, the method in this note on constructing masks with certain desirable properties is simple, painless and general. Examples of quincunx wavelets and wavelets with respect to the checkerboard lattice are presented to illustrate the general theory.

[1]  Ingrid Daubechies,et al.  Ten Lectures on Wavelets , 1992 .

[2]  Rong-Qing Jia,et al.  Approximation properties of multivariate wavelets , 1998, Math. Comput..

[3]  Jelena Kovacevic,et al.  Nonseparable multidimensional perfect reconstruction filter banks and wavelet bases for Rn , 1992, IEEE Trans. Inf. Theory.

[4]  K. Gröchenig,et al.  A new approach to interpolating scaling functions , 1999 .

[5]  Zuowei Shen,et al.  Multidimensional Interpolatory Subdivision Schemes , 1997 .

[6]  Bin Han,et al.  Quincunx fundamental refinable functions and quincunx biorthogonal wavelets , 2002, Math. Comput..

[7]  Peter Maass Families of orthogonal two-dimensional wavelets , 1996 .

[8]  Lars F. Villemoes Continuity of Nonseparable Quincunx Wavelets , 1994 .

[9]  B. Han Projectable multivariate refinable functions and biorthogonal wavelets , 2002 .

[10]  R. Jia,et al.  Optimal Interpolatory Subdivision Schemes in Multidimensional Spaces , 1998 .

[11]  Antoine Ayache,et al.  Some Methods for Constructing Nonseparable, Orthonormal, Compactly Supported Wavelet Bases , 2001 .

[12]  Yang Wang,et al.  Arbitrarily smooth orthogonal nonseparable wavelets in R 2 , 1999 .

[13]  Gilles Deslauriers,et al.  Symmetric iterative interpolation processes , 1989 .

[14]  Bin Han,et al.  Analysis and Construction of Optimal Multivariate Biorthogonal Wavelets with Compact Support , 1999, SIAM J. Math. Anal..

[15]  Bin Han,et al.  Computing the Smoothness Exponent of a Symmetric Multivariate Refinable Function , 2002, SIAM J. Matrix Anal. Appl..

[16]  I. Daubechies,et al.  Non-separable bidimensional wavelets bases. , 1993 .