Bayesian selection for the l2-Potts model regularization parameter: 1D piecewise constant signal denoising

Jordan Frecon, Nelly Pustelnik, Nicolas Dobigeon +2

Piecewise constant denoising can be solved either by deterministic optimization approaches, based on the Potts model, or by stochastic Bayesian procedures. The former lead to low c…