Alexander Braun

24 papers Journal 13Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Examining the Impact of Optical Aberrations to Image Classification and Object Detection Models.
IEEE Trans. Pattern Anal. Mach. Intell.
Patrick Müller, Alexander Braun, Margret Keuper
2025 J jnl
Examining the Impact of Optical Aberrations to Image Classification and Object Detection Models.
CoRR
Patrick Müller, Alexander Braun, Margret Keuper
2025 J jnl
SOLAS: Superpositioning an Optical Lens in Automotive Simulation.
CoRR
Daniel Jakab, Julian Barthel, Alexander Braun, Reenu Mohandas, Brian Michael Deegan, Mahendar Kumbham, Dara Molloy, Fiachra Collins, Anthony G. Scanlan, Ciarán Eising
2024 J jnl
Analysis of the Impact of Lens Blur on Safety-Critical Automotive Object Detection.
IEEE Access
Dara Molloy, Patrick Müller, Brian M. Deegan, Darragh Mullins, Jonathan Horgan, Enda Ward, Edward Jones, Alexander Braun, Martin Glavin
2024 — conf
Decoupling of Neural Network Calibration Measures.
GCPR (1)
Dominik Werner Wolf, Prasannavenkatesh Balaji, Alexander Braun, Markus Ulrich
2024 J jnl
Decoupling of neural network calibration measures.
CoRR
Dominik Werner Wolf, Prasannavenkatesh Balaji, Alexander Braun, Markus Ulrich
2024 J jnl
Optical aberrations in autonomous driving: Physics-informed parameterized temperature scaling for neural network uncertainty calibration.
CoRR
Dominik Werner Wolf, Alexander Braun, Markus Ulrich
2024 J jnl
SS-SFR: Synthetic Scenes Spatial Frequency Response on Virtual KITTI and Degraded Automotive Simulations for Object Detection.
CoRR
Daniel Jakab, Alexander Braun, Cathaoir Agnew, Reenu Mohandas, Brian Michael Deegan, Dara Molloy, Enda Ward, Tony Scanlan, Ciarán Eising
2023 — conf
Classification robustness to common optical aberrations.
ICCV (Workshops)
Patrick Müller, Alexander Braun, Margret Keuper
2023 J jnl
Classification robustness to common optical aberrations.
CoRR
Patrick Müller, Alexander Braun, Margret Keuper
2023 — conf
MTF as a performance indicator for AI algorithms?
Autonomous Vehicles and Machines
Patrick Müller, Alexander Braun
2023 — conf
Windscreen Optical Quality for AI Algorithms: Refractive Power and MTF not Sufficient.
ITSC
Dominik Werner Wolf, Markus Ulrich, Alexander Braun
2023 J jnl
Windscreen Optical Quality for AI Algorithms: Refractive Power and MTF not Sufficient.
CoRR
Dominik Werner Wolf, Markus Ulrich, Alexander Braun
2022 J jnl
Implementing machine learning: chances and challenges.
Autom.
Michael Heizmann, Alexander Braun, Markus Glitzner, Matthias Günther, Günther Hasna, Christina Klüver, Jakob Krooß, Erik Marquardt, Michael Overdick, Markus Ulrich
2022 — conf
Original image noise reconstruction for spatially-varying filtered driving scenes.
Autonomous Vehicles and Machines
Luis Constantin Wohlers, Patrick Müller, Alexander Braun
2022 — conf
Simulating optical properties to access novel metrological parameter ranges and the impact of different model approximations.
MetroAutomotive
Patrick Müller, Alexander Braun
2022 — conf
Spatial precision and recall indices to assess the performance of instance segmentation algorithms.
Autonomous Vehicles and Machines
Mattis Brummel, Patrick Müller, Alexander Braun
2021 — conf
An analytic-numerical image flicker study to test novel flicker metrics.
Autonomous Vehicles and Machines
Christian Wittpahl, Brian M. Deegan, Bob Black, Alexander Braun
2021 J jnl
Differentiable Compound Optics and Processing Pipeline Optimization for End-to-end Camera Design.
ACM Trans. Graph.
Ethan Tseng, Ali Mosleh, Fahim Mannan, Karl St. Arnaud, Avinash Sharma, Yifan Peng, Alexander Braun, Derek Nowrouzezahrai, Jean-François Lalonde, Felix Heide
2021 — conf
Impact of Windshield Optical Aberrations on Visual Range Camera Based Classification Tasks Performed by CNNs.
LIM
Christian Krebs, Patrick Müller, Alexander Braun
2021 — conf
Spatial recall index for machine learning algorithms.
LIM
Patrick Müller, Mattis Brummel, Alexander Braun
2020 J jnl
Artificial intelligence with neural networks in optical measurement and inspection systems.
Autom.
Michael Heizmann, Alexander Braun, Markus Hüttel, Christina Klüver, Erik Marquardt, Michael Overdick, Markus Ulrich
2020 — conf
Simulating tests to test simulation.
Autonomous Vehicles and Machines
Patrick Müller, Matthias Lehmann, Alexander Braun
2019 J jnl
Modeling realistic optical aberrations to reuse existing drive scene recordings for autonomous driving validation.
J. Electronic Imaging
Matthias Lehmann, Christian Wittpahl, Hatem Ben Zakour, Alexander Braun