Search Results for author: Alexander Auras

Found 2 papers, 1 papers with code

Robustness and Exploration of Variational and Machine Learning Approaches to Inverse Problems: An Overview

no code implementations19 Feb 2024 Alexander Auras, Kanchana Vaishnavi Gandikota, Hannah Droege, Michael Moeller

This paper attempts to provide an overview of current approaches for solving inverse problems in imaging using variational methods and machine learning.

Convergent Data-driven Regularizations for CT Reconstruction

1 code implementation14 Dec 2022 Samira Kabri, Alexander Auras, Danilo Riccio, Hartmut Bauermeister, Martin Benning, Michael Moeller, Martin Burger

The reconstruction of images from their corresponding noisy Radon transform is a typical example of an ill-posed linear inverse problem as arising in the application of computerized tomography (CT).

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