Dictionary Learning Based on Sparse Distribution Tomography

Pedram Pad, Farnood Salehi, L. Elisa Celis, Patrick Thiran, Michael Unser

Abstract: We propose a new statistical dictionary learning algorithm for sparse signals that is based on an $\alpha$-stable innovation model. The parameters of the underlying model—that is, the atoms of the ...