Solution-Driven Adaptive Total Variation Regularization

TitleSolution-Driven Adaptive Total Variation Regularization
Publication TypeConference Paper
Year of Publication2015
AuthorsLenzen, F, Berger, J
Conference NameLNCS
PublisherSpringer International Publishing

We consider solution-driven adaptive variants of Total Variation, in which the adaptivity is introduced as a fixed point problem. We provide existence theory for such fixed points in the continuous domain. For the applications of image denoising, deblurring and inpainting, we provide experiments which demonstrate that our approach in most cases outperforms state-of-the-art regularization approaches.

Citation KeyLenzenBerger2015