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Two types of wavelets via the mth cardinal B-spline function have been discussed in our paper, corresponding to the extrema detection and zero-crossings detection respectively. Based on Mallat's wavelet transform and reverse transform theory of 1-D and 2-D signals, we derive the general expressions for the spatial and frequency responses of the filter banks in his wavelet decomposition and deconstruction...
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