Properties of L1-TGV2: The one-dimensional case

We study properties of solutions to second order Total Generalized Variation (TGV2) regularized L1-fitting problems in dimension one. Special attention is paid to the analysis of the structure of the solutions, their regularity and the effect of the regularization parameters.