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ORCIDAlexander Braun 0001
Person information
- affiliation: Hochschule Düsseldorf (HSD), University of Applied Sciences, Department of Electrical Engineering, Germany
- affiliation: University of Siegen, Germany
- affiliation (PhD 2007): University of Hamburg, Germany
Other persons with the same name
- Alexander Braun — disambiguation page
- Alexander Braun 0002
![[0000-0002-5944-2335]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-5944-2335")
— University of Bonn, Institute of Computer Science, Germany - Alexander Braun 0003 — Robert Bosch GmbH, Lidar Perception, Stuttgart, Germany (and 2 more)
- Alexander Braun 0004 — Technical University of Munich (TUM), School of Engineering and Design, Germany
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2020 – today
- 2025
[i5]Patrick Müller, Alexander Braun, Margret Keuper:
Examining the Impact of Optical Aberrations to Image Classification and Object Detection Models. CoRR abs/2504.18510 (2025)- 2024
- [j4]Dara Molloy, Patrick Müller, Brian M. Deegan, Darragh Mullins, Jonathan Horgan, Enda Ward, Edward Jones, Alexander Braun, Martin Glavin:
Analysis of the Impact of Lens Blur on Safety-Critical Automotive Object Detection. IEEE Access 12: 3554-3569 (2024) - [c10]Dominik Werner Wolf, Prasannavenkatesh Balaji, Alexander Braun, Markus Ulrich:
Decoupling of Neural Network Calibration Measures. GCPR (1) 2024: 117-130 - [i4]Dominik Werner Wolf, Prasannavenkatesh Balaji, Alexander Braun, Markus Ulrich:
Decoupling of neural network calibration measures. CoRR abs/2406.02411 (2024) - [i3]Dominik Werner Wolf, Alexander Braun, Markus Ulrich:
Optical aberrations in autonomous driving: Physics-informed parameterized temperature scaling for neural network uncertainty calibration. CoRR abs/2412.13695 (2024) - 2023
- [c9]Patrick Müller, Alexander Braun:
MTF as a performance indicator for AI algorithms? Autonomous Vehicles and Machines 2023: 1-7 - [c8]Patrick Müller, Alexander Braun, Margret Keuper:
Classification robustness to common optical aberrations. ICCV (Workshops) 2023: 3634-3645 - [c7]Dominik Werner Wolf, Markus Ulrich, Alexander Braun:
Windscreen Optical Quality for AI Algorithms: Refractive Power and MTF not Sufficient. ITSC 2023: 5190-5197 - [i2]Dominik Werner Wolf, Markus Ulrich, Alexander Braun:
Windscreen Optical Quality for AI Algorithms: Refractive Power and MTF not Sufficient. CoRR abs/2305.14513 (2023) - [i1]Patrick Müller, Alexander Braun, Margret Keuper:
Classification robustness to common optical aberrations. CoRR abs/2308.15499 (2023) - 2022
- [j3]Michael Heizmann, Alexander Braun, Markus Glitzner, Matthias Günther, Günther Hasna, Christina Klüver, Jakob Krooß, Erik Marquardt, Michael Overdick, Markus Ulrich:
Implementing machine learning: chances and challenges. Autom. 70(1): 90-101 (2022) - [c6]Mattis Brummel, Patrick Müller, Alexander Braun:
Spatial precision and recall indices to assess the performance of instance segmentation algorithms. Autonomous Vehicles and Machines 2022: 1-6 - [c5]Luis Constantin Wohlers, Patrick Müller, Alexander Braun:
Original image noise reconstruction for spatially-varying filtered driving scenes. Autonomous Vehicles and Machines 2022: 1-7 - [c4]Patrick Müller, Alexander Braun:
Simulating optical properties to access novel metrological parameter ranges and the impact of different model approximations. MetroAutomotive 2022: 133-138 - 2021
- [j2]Ethan Tseng, Ali Mosleh, Fahim Mannan, Karl St. Arnaud, Avinash Sharma, Yifan Peng, Alexander Braun, Derek Nowrouzezahrai, Jean-François Lalonde, Felix Heide:
Differentiable Compound Optics and Processing Pipeline Optimization for End-to-end Camera Design. ACM Trans. Graph. 40(2): 18:1-18:19 (2021) - [c3]Patrick Müller, Mattis Brummel, Alexander Braun:
Spatial recall index for machine learning algorithms. LIM 2021: 58-62 - [c2]Christian Krebs, Patrick Müller, Alexander Braun:
Impact of Windshield Optical Aberrations on Visual Range Camera Based Classification Tasks Performed by CNNs. LIM 2021: 83-87 - 2020
- [j1]Michael Heizmann, Alexander Braun, Markus Hüttel, Christina Klüver, Erik Marquardt, Michael Overdick, Markus Ulrich:
Artificial intelligence with neural networks in optical measurement and inspection systems. Autom. 68(6): 477-487 (2020) - [c1]Patrick Müller, Matthias Lehmann, Alexander Braun:
Simulating tests to test simulation. Autonomous Vehicles and Machines 2020: 1-8
Coauthor Index
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