Search Results for author: Kristian Bredies

Found 4 papers, 1 papers with code

A generalized conditional gradient method for dynamic inverse problems with optimal transport regularization

1 code implementation21 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

Non-linear fitting with joint spatial regularization in Arterial Spin Labeling

no code implementations10 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.

Bayesian Inference

Inverse problems with second-order Total Generalized Variation constraints

no code implementations19 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.

Image Denoising

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