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ORCIDPatrick Müller 0003
Person information
- affiliation: University of Siegen, Germany
- affiliation: Hochschule Düsseldorf, University of Applied Sciences, Department of Electrical Engineering, Germany
Other persons with the same name
- Patrick Müller — disambiguation page
- Patrick Müller 0001 — Fraunhofer IPK, Berlin, Germany
- Patrick Müller 0002 — Free University of Berlin, Germany
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2020 – today
- 2025
[b1]Patrick Müller:
Impact of Visual Range Optical Blur Aberrations on Deep Learning based Models for Image Classification and Object Detection. University of Siegen, Germany, 2025- [i2]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
- [j2]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) - [j1]Kai Bäuerle, Patrick Müller, Syed Muhammad Kazim, Ivo Ihrke, Margret Keuper:
Learning the essential in less than 2k additional weights - a simple approach to improve image classification stability under corruptions. Trans. Mach. Learn. Res. 2024 (2024) - 2023
- [c8]Patrick Müller, Alexander Braun:
MTF as a performance indicator for AI algorithms? Autonomous Vehicles and Machines 2023: 1-7 - [c7]Patrick Müller, Alexander Braun, Margret Keuper:
Classification robustness to common optical aberrations. ICCV (Workshops) 2023: 3634-3645 - [i1]Patrick Müller, Alexander Braun, Margret Keuper:
Classification robustness to common optical aberrations. CoRR abs/2308.15499 (2023) - 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
- [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
- [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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