Cauchy difference priors for edge-preserving Bayesian inversion with an application to X-ray tomography

Markku Markkanen, Lassi Roininen, Janne M J Huttunen +1

We study Cauchy-distributed difference priors for edge-preserving Bayesian statistical inverse problems. On the contrary to the well-known total variation priors, one-dimensional C…