Boundedness and Unboundedness in Total Variation Regularization
Boundedness and Unboundedness in Total Variation Regularization
We consider whether minimizers for total variation regularization of linear inverse problems belong to $L^\infty$ even if the measured data does not. We present a simple proof of boundedness of the minimizer for fixed regularization parameter, and derive the existence of uniform bounds for sufficiently small noise under a source …