Johannes Hertrich

Statistics

Publications

Citations

160

H-Index

Active since

2020

Affiliations

Technische Universität Berlin(Current)

University of Kaiserslautern

Humboldt-Universität zu Berlin

Johannes Hertrich is an author at Technische Universität Berlin specializing in synthetic image generation, machine vision, and medical image computing.

ORCID

Top concepts

EngineeringData ScienceDeep LearningImage AnalysisMachine VisionComputer VisionComputer ScienceInverse ProblemsMachine LearningSignal Processing

Publications per year

2020–2023

Publications

Parseval Proximal Neural Networks

Marzieh Hasannasab, Johannes Hertrich, Sebastian Neumayer et al. · Journal of Fourier Analysis and Applications · 2020 · 49 citations · Full text

Stochastic Normalizing Flows for Inverse Problems: A Markov Chains Viewpoint

Paul Hagemann, Johannes Hertrich, Gabriele Steidl · SIAM/ASA Journal on Uncertainty Quantification · 2022 · 31 citations · Full text

PatchNR: learning from very few images by patch normalizing flow regularization

Fabian Altekrüger, Alexander Denker, Paul Hagemann et al. · Inverse Problems · 2023 · 21 citations · Full text

Alternatives to the EM algorithm for ML estimation of location, scatter matrix, and degree of freedom of the Student t distribution

Marzieh Hasannasab, Johannes Hertrich, Friederike Laus et al. · Numerical Algorithms · 2020 · 19 citations · Full text

Wasserstein Patch Prior for Image Superresolution

Johannes Hertrich, Antoine Houdard, Claudia Redenbach · IEEE Transactions on Computational Imaging · 2022 · 18 citations · Full text

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