1 code implementation • 21 Dec 2020 • Kristian Bredies, Marcello Carioni, Silvio Fanzon, Francisco Romero
We develop a dynamic generalized conditional gradient method (DGCG) for dynamic inverse problems with optimal transport regularization.
Numerical Analysis Numerical Analysis Optimization and Control 65K10, 65J20, 90C49, 28A33, 35F05
no code implementations • 10 Sep 2020 • Oliver Maier, Stefan M Spann, Daniela Pinter, Thomas Gattringer, Nicole Hinteregger, Gerhard G. Thallinger, Christian Enzinger, Josef Pfeuffer, Kristian Bredies, Rudolf Stollberger
This joint regularization approach utilizes shared spatial features across maps to enhance sharpness and simultaneously improves noise suppression in the final estimates.
no code implementations • 19 May 2020 • Kristian Bredies, Tuomo Valkonen
Total Generalized Variation (TGV) has recently been introduced as penalty functional for modelling images with edges as well as smooth variations.
no code implementations • 26 Apr 2014 • Clemens Schiffer, Kristian Bredies
A new method for reducing metal artifacts in X-ray computed tomography (CT) images is presented.