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Fourier uncertainty principles, scale space theory and the smoothest average

Fourier uncertainty principles, scale space theory and the smoothest average

Let $f \in L^{2}(\mathbb{R}^n)$ and suppose we are interested in computing its average at a fixed scale. This is easy: we pick the density $u_{}$ of a probability distribution with mean 0 and some moment at the desired scale and compute the convolution $u_{} * f$. Is there a particularly …