activity
20172023
most citedMeasure-Valued Variational Models with Applications to Diffusion-Weighted Imaging

7 citations · 15 across the 5 of their papers we have counts for

collaborators

5 papers

physics.soc-ph2023★ 4 cited

Protecting the Texas power grid from tropical cyclones: Increasing resilience by protecting critical lines

Julian Stürmer, Anton Plietzsch, Thomas Vogt +5

The Texan electric network in the Gulf Coast of the United States is frequently hit by Tropical Cyclones (TC) causing widespread power outages, a risk that is expected to substanti…

math.OC2020★ 2 cited

On the Connection between Dynamical Optimal Transport and Functional Lifting

Thomas Vogt, Roland Haase, Danielle Bednarski +1

Functional lifting methods provide a tool for approximating solutions of difficult non-convex problems by embedding them into a larger space. In this work, we investigate a mathema…

math.NA2019

Lifting methods for manifold-valued variational problems

Thomas Vogt, Evgeny Strekalovskiy, Daniel Cremers +1

Lifting methods allow to transform hard variational problems such as segmentation and optical flow estimation into convex problems in a suitable higher-dimensional space. The lifte…

math.NA2019★ 2 cited

Functional Liftings of Vectorial Variational Problems with Laplacian Regularization

Thomas Vogt, Jan Lellmann

We propose a functional lifting-based convex relaxation of variational problems with Laplacian-based second-order regularization. The approach rests on ideas from the calibration m…

math.NA2017★ 7 cited

Measure-Valued Variational Models with Applications to Diffusion-Weighted Imaging

Thomas Vogt, Jan Lellmann

We develop a general mathematical framework for variational problems where the unknown function assumes values in the space of probability measures on some metric space. We study w…