We build orthonormal and biorthogonal wavelet bases of with dilation matrices of determinant 2. As for the one dimensional case, our construction uses a scaling function which solves a two-scale difference equation associated to a FIR filter. Our wavelets are generated from a single cornpactly supported mother function. However, the regularity of these functions cannot be derived by the same approach as in the one dimensional case. We review existing techniques to evaluate the regularity of wavelets, and we introduce new methods which allow to estimate the smoothness of non-separable wavelets and scaling functions in the most general situations. We illustrate these with several examples.
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Albert Cohen, Ingrid Daubechies, Non-separable bidimensional wavelet bases. Rev. Mat. Iberoam. 9 (1993), no. 1, pp. 51–137DOI 10.4171/RMI/133