Alexander Braun

According to our database, Alexander Braun authored at least 20 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Examining the Impact of Optical Aberrations to Image Classification and Object Detection Models.

Patrick Müller, Alexander Braun, Margret Keuper

IEEE Trans. Pattern Anal. Mach. Intell., March, 2026

2025

SOLAS: Superpositioning an Optical Lens in Automotive Simulation.

Daniel Jakab, Julian Barthel, Alexander Braun, Reenu Mohandas, Brian Michael Deegan, Mahendar Kumbham, Dara Molloy, Fiachra Collins, Anthony G. Scanlan, Ciarán Eising

CoRR, January, 2025

2024

Optical aberrations in autonomous driving: Physics-informed parameterized temperature scaling for neural network uncertainty calibration.

Dominik Werner Wolf, Alexander Braun, Markus Ulrich

CoRR, 2024

SS-SFR: Synthetic Scenes Spatial Frequency Response on Virtual KITTI and Degraded Automotive Simulations for Object Detection.

Daniel Jakab, Alexander Braun, Cathaoir Agnew, Reenu Mohandas, Brian Michael Deegan, Dara Molloy, Enda Ward, Tony Scanlan, Ciarán Eising

CoRR, 2024

Analysis of the Impact of Lens Blur on Safety-Critical Automotive Object Detection.

Dara Molloy, Patrick Müller, Brian M. Deegan, Darragh Mullins, Jonathan Horgan, Enda Ward, Edward Jones, Alexander Braun, Martin Glavin

IEEE Access, 2024

Decoupling of Neural Network Calibration Measures.

Dominik Werner Wolf, Prasannavenkatesh Balaji, Alexander Braun, Markus Ulrich

Proceedings of the Pattern Recognition, 2024

2023

Windscreen Optical Quality for AI Algorithms: Refractive Power and MTF not Sufficient.

Dominik Werner Wolf, Markus Ulrich, Alexander Braun

Proceedings of the 26th IEEE International Conference on Intelligent Transportation Systems, 2023

Classification robustness to common optical aberrations.

Patrick Müller, Alexander Braun, Margret Keuper

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

MTF as a performance indicator for AI algorithms?

Patrick Müller, Alexander Braun

Proceedings of the Autonomous Vehicles and Machines 2023, 2023

2022

Implementing machine learning: chances and challenges.

Michael Heizmann, Alexander Braun, Markus Glitzner, Matthias Günther, Günther Hasna, Christina Klüver, Jakob Krooß, Erik Marquardt, Michael Overdick, Markus Ulrich

Autom., 2022

Simulating optical properties to access novel metrological parameter ranges and the impact of different model approximations.

Patrick Müller, Alexander Braun

Proceedings of the IEEE International Workshop on Metrology for Automotive, 2022

Original image noise reconstruction for spatially-varying filtered driving scenes.

Luis Constantin Wohlers, Patrick Müller, Alexander Braun

Proceedings of the Autonomous Vehicles and Machines 2022, online, January 15-26, 2022, 2022

Spatial precision and recall indices to assess the performance of instance segmentation algorithms.

Mattis Brummel, Patrick Müller, Alexander Braun

Proceedings of the Autonomous Vehicles and Machines 2022, online, January 15-26, 2022, 2022

2021

Differentiable Compound Optics and Processing Pipeline Optimization for End-to-end Camera Design.

Ethan Tseng, Ali Mosleh, Fahim Mannan, Karl St. Arnaud, Avinash Sharma, Yifan Peng, Alexander Braun, Derek Nowrouzezahrai, Jean-François Lalonde, Felix Heide

ACM Trans. Graph., 2021

Spatial recall index for machine learning algorithms.

Patrick Müller, Mattis Brummel, Alexander Braun

Proceedings of the London Imaging Meeting 2021: Imaging for Deep Learning, 2021

Impact of Windshield Optical Aberrations on Visual Range Camera Based Classification Tasks Performed by CNNs.

Christian Krebs, Patrick Müller, Alexander Braun

Proceedings of the London Imaging Meeting 2021: Imaging for Deep Learning, 2021

An analytic-numerical image flicker study to test novel flicker metrics.

Christian Wittpahl, Brian M. Deegan, Bob Black, Alexander Braun

Proceedings of the Autonomous Vehicles and Machines 2021, online, January 11-28, 2021, 2021

2020

Artificial intelligence with neural networks in optical measurement and inspection systems.

Michael Heizmann, Alexander Braun, Markus Hüttel, Christina Klüver, Erik Marquardt, Michael Overdick, Markus Ulrich

Autom., 2020

Simulating tests to test simulation.

Patrick Müller, Matthias Lehmann, Alexander Braun

Proceedings of the Autonomous Vehicles and Machines 2020, 2020

2019

Modeling realistic optical aberrations to reuse existing drive scene recordings for autonomous driving validation.

Matthias Lehmann, Christian Wittpahl, Hatem Ben Zakour, Alexander Braun

J. Electronic Imaging, 2019