Hierarchical models in statistical inverse problems and the Mumford--Shah functional

Tapio Helin, Matti Lassas

The Bayesian methods for linear inverse problems is studied using hierarchical Gaussian models. The problems are considered with different discretizations, and we analyze the pheno…