Nonseparable orthogonal multiwavelets with two and three vanishing moments on the quincunx grid

Ana M. C. Ruedin

doi:10.1117/12.366802

26 October 1999 Nonseparable orthogonal multiwavelets with two and three vanishing moments on the quincunx grid

Ana M. C. Ruedin

Proceedings Volume 3813, Wavelet Applications in Signal and Image Processing VII; (1999) https://doi.org/10.1117/12.366802
Event: SPIE's International Symposium on Optical Science, Engineering, and Instrumentation, 1999, Denver, CO, United States

Abstract

Multiwavelets in one dimension have given good results for image compression. On the other hand, nonseparable bidimensional wavelets have certain advantages over the tensor product of 1D wavelets. In this work we give examples of multiwavelets that are bidimensional and nonseparable. They correspond to the dilation matrices D₁ equals [1 1;1 -1], a reflection followed by an expansion of (root)2, or to D₂ equals [1 1;1 1], a rotation followed by an expansion of (root)2, and possess suitable properties for image compression: short support and 2 or 3 vanishing moments. Multiwavelets are derived from multiscaling functions. Conditions on the matrix coefficients of the dilation equation are exploited to build examples of orthogonal, nonseparable, compactly supported, bidimensional multiscaling functions of accuracy 2 and 3. They are continuous and the joint spectral radius is estimated. To the author's knowledge no examples of bidimensional multiscaling functions with these characteristics had been found previously. Coefficients for the corresponding multiwavelets are given. Multiscaling functions and multiwavelets are plotted with a cascade algorithm.

Citation Download Citation

Ana M. C. Ruedin "Nonseparable orthogonal multiwavelets with two and three vanishing moments on the quincunx grid", Proc. SPIE 3813, Wavelet Applications in Signal and Image Processing VII, (26 October 1999); https://doi.org/10.1117/12.366802

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