Alexander Krull

Publications

3.9K

Citations

H-Index

2012

Active since

Affiliations

Max Planck Institute of Molecular Cell Biology and Genetics(Current)

Technische Universität Dresden

Max Planck Institute for the Physics of Complex Systems

University of Zagreb

Microsoft Research (United Kingdom)

Alexander Krull is an author at Max Planck Institute of Molecular Cell Biology and Genetics specializing in engineering, machine vision, and computer vision.

ORCID

Top concepts

EngineeringMachine VisionComputer VisionImage AnalysisDeep LearningMachine LearningData ScienceComputer ScienceRobot LearningScene Understanding

Publications per year

2012–2021

Publications

Noise2Void - Learning Denoising From Single Noisy Images

Alexander Krull, Tim-Oliver Buchholz, Florian Jug · 2019 · 1.3K citations

Convolutional Neural Network, Image Analysis, Machine Vision +15

DSAC — Differentiable RANSAC for Camera Localization

Eric Brachmann, Alexander Krull, Sebastian Nowozin et al. · 2017 · 601 citations

Engineering, Machine Learning, Deep Learning Pipelines +18

Uncertainty-Driven 6D Pose Estimation of Objects and Scenes from a Single RGB Image

Eric Brachmann, Frank Michel, Alexander Krull et al. · 2016 · 544 citations

Scene Analysis, Engineering, Machine Learning +23

Democratising deep learning for microscopy with ZeroCostDL4Mic

Lucas von Chamier, Romain F. Laine, Johanna Jukkala et al. · Nature Communications · 2021 · 534 citations · Full text

Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images

Alexander Krull, Eric Brachmann, Frank Michel et al. · 2015 · 189 citations

Engineering, Machine Learning, 3D Pose Estimation +17

Rows per page

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