Symmetric Multivariate Wavelets

For arbitrary matrix dilation M whose determinant is odd or equal to ±2, we describe all symmetric interpolatory masks generating dual compactly supported wavelet systems with vanishing moments up to arbitrary order n. For each such mask, we give explicit formulas for a dual refinable mask and for wavelet masks such that the corresponding wavelet functions are real and symmetric/antisymmetric. We proved that an interpolatory mask whose center of symmetry is different from the origin cannot generate wavelets with vanishing moments of order n > 0. For matrix dilations M with |det M| = 2, we also give an explicit method for construction of masks (non-interpolatory) m0 symmetric with respect to a semi-integer point and providing vanishing moments up to arbitrary order n. It is proved that for some matrix dilations (in particular, for the quincunx matrix) such a mask does not have a dual mask. Some of the constructed masks were successfully applied for signal processes.

[1]  Thierry Blu,et al.  On the multidimensional extension of the quincunx subsampling matrix , 2005, IEEE Signal Processing Letters.

[2]  Rui Ma,et al.  The Construction of 2D Rotationally Invariant Wavelets and their Application in Image Edge Detection , 2008, Int. J. Wavelets Multiresolution Inf. Process..

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

[4]  Rémy Prost,et al.  Tomographic Reconstruction Using Nonseparable Wavelets , 2022 .

[5]  Zuowei Shen,et al.  Multiresolution and wavelets , 1994, Proceedings of the Edinburgh Mathematical Society.

[6]  Initial/boundary value problems for the semidiscrete Boltzmann equation: Analysis by Adomian's decomposition method , 1987 .

[7]  Bin Han,et al.  Construction of multivariate biorthogonal wavelets with arbitrary vanishing moments , 2000, Adv. Comput. Math..

[8]  Truong Q. Nguyen,et al.  Linear phase paraunitary filter banks: theory, factorizations and designs , 1993, IEEE Trans. Signal Process..

[9]  Maria Skopina On construction of multivariate wavelets with vanishing moments , 2006 .

[10]  Ashfaq A. Khokhar,et al.  Scalability of 2-D wavelet transform algorithms: analytical and experimental results on MPPs , 2000, IEEE Trans. Signal Process..

[11]  Rémy Prost,et al.  Nonseparable wavelet-based cone-beam reconstruction in 3-D rotational angiography , 2003, IEEE Transactions on Medical Imaging.

[12]  Henk J. A. M. Heijmans,et al.  Non-Separable 2D Biorthogonal Wavelets with Two-Row Filters , 2005, Int. J. Wavelets Multiresolution Inf. Process..

[14]  Mark J. T. Smith,et al.  A new motion parameter estimation algorithm based on the continuous wavelet transform , 2000, IEEE Trans. Image Process..

[15]  Benjamin Belzer,et al.  Wavelet filter evaluation for image compression , 1995, IEEE Trans. Image Process..

[16]  A. Ron,et al.  Affine Systems inL2(Rd): The Analysis of the Analysis Operator , 1997 .

[17]  Alexander Petukhov,et al.  Construction of symmetric orthogonal bases of wavelets and tight wavelet frames with integer dilation factor , 2004 .

[18]  Marcin Bownik The construction ofr-regular wavelets for arbitrary dilations , 2001 .