@article{HeizmannBraunGlitzneretal.2022, author = {Heizmann, Michael and Braun, Alexander and Glitzner, Markus and G{\"u}nther, Matthias and Hasna, G{\"u}nther and Kl{\"u}ver, Christina and Krooß, Jakob and Marquardt, Erik and Overdick, Michael and Ulrich, Markus}, title = {Implementing machine learning: chances and challenges}, series = {at - Automatisierungstechnik}, volume = {70}, journal = {at - Automatisierungstechnik}, number = {1}, publisher = {De Gruyter}, address = {Berlin}, issn = {2196-677X}, doi = {10.1515/auto-2021-0149}, pages = {90 -- 101}, year = {2022}, language = {en} } @misc{OPUS4-3810, title = {850 - Rahmenpr{\"u}fungsordnung des Fachbereichs Elektro- und Informationstechnik (RahmenPO EI) an der Hochschule D{\"u}sseldorf vom 25.08.2022}, address = {D{\"u}sseldorf}, organization = {Hochschule D{\"u}sseldorf}, url = {http://nbn-resolving.de/urn:nbn:de:hbz:due62-opus-38108}, pages = {20}, year = {2022}, abstract = {Aufgrund der \S\S 2 Abs. 4, 64 Abs. 1 des Gesetzes {\"u}ber die Hochschulen des Landes Nordrhein-Westfalen (Hochschulgesetz - HG) vom 16.09.2014 (GV. NRW. S. 547) in der aktuell g{\"u}ltigen Fassung hat die Hochschule D{\"u}sseldorf die folgende Rahmenpr{\"u}fungsordnung als Satzung erlassen. Diese Ordnung gilt nur in Verbindung mit den studiengangspezifischen Bestimmungen der einzelnen Studieng{\"a}nge im Fachbereich Elektro- und Informationstechnik.}, subject = {Pr{\"u}fungsrecht}, language = {de} } @misc{OPUS4-3811, title = {851 - Pr{\"u}fungsordnung (studiengangspezifische Bestimmungen) f{\"u}r die Bachelorstudieng{\"a}nge Elektro- und Informationstechnik und Elektro- und Informationstechnik praxisintegriert an der Hochschule D{\"u}sseldorf vom 25.08.2022}, address = {D{\"u}sseldorf}, organization = {Hochschule D{\"u}sseldorf}, url = {http://nbn-resolving.de/urn:nbn:de:hbz:due62-opus-38111}, pages = {29}, year = {2022}, abstract = {Aufgrund der \S\S 2 Abs. 4, 64 Abs. 1 des Gesetzes {\"u}ber die Hochschulen des Landes Nordrhein-Westfalen (Hochschulgesetz - HG) vom 16.09.2014 (GV. NRW. S. 547) in der aktuell g{\"u}ltigen Fassung hat die Hochschule D{\"u}sseldorf die folgende Pr{\"u}fungsordnung als Satzung erlassen. Diese Ordnung gilt nur in Verbindung mit der Rahmenpr{\"u}fungsordnung des Fachbereichs Elektro- und Informationstechnik (RahmenPO EI) an der Hochschule D{\"u}sseldorf vom 25.08.2022 in der aktuell g{\"u}ltigen Fassung.}, subject = {Pr{\"u}fungsrecht}, language = {de} } @misc{OPUS4-3812, title = {852 - Pr{\"u}fungsordnung (studiengangspezifische Bestimmungen) f{\"u}r den Bachelorstudiengang Wirtschaftsingenieurwesen Elektrotechnik (WIE) an der Hochschule D{\"u}sseldorf vom 25.08.2022}, address = {D{\"u}sseldorf}, organization = {Hochschule D{\"u}sseldorf}, url = {http://nbn-resolving.de/urn:nbn:de:hbz:due62-opus-38125}, pages = {8}, year = {2022}, abstract = {Aufgrund der \S\S 2 Abs. 4, 64 Abs. 1 des Gesetzes {\"u}ber die Hochschulen des Landes Nordrhein-Westfalen (Hochschulgesetz - HG) vom 16.09.2014 (GV. NRW. S. 547) in der aktuell g{\"u}ltigen Fassung hat die Hochschule D{\"u}sseldorf die folgende Pr{\"u}fungsordnung als Satzung erlassen. Diese Ordnung gilt nur in Verbindung mit der Rahmenpr{\"u}fungsordnung des Fachbereichs Elektro- und Informationstechnik (RahmenPO EI) an der Hochschule D{\"u}sseldorf vom 25.08.2022 in der aktuell g{\"u}ltigen Fassung.}, subject = {Pr{\"u}fungsrecht}, language = {de} } @misc{OPUS4-3813, title = {853 - Pr{\"u}fungsordnung (studiengangspezifische Bestimmungen) f{\"u}r den Masterstudiengang Elektro- und Informationstechnik an der Hochschule D{\"u}sseldorf vom 25.08.2022}, address = {D{\"u}sseldorf}, organization = {Hochschule D{\"u}sseldorf}, url = {http://nbn-resolving.de/urn:nbn:de:hbz:due62-opus-38132}, pages = {24}, year = {2022}, abstract = {Aufgrund der \S\S 2 Abs. 4, 64 Abs. 1 des Gesetzes {\"u}ber die Hochschulen des Landes Nordrhein-Westfalen (Hochschulgesetz - HG) vom 16.09.2014 (GV. NRW. S. 547) in der aktuell g{\"u}ltigen Fassung hat die Hochschule D{\"u}sseldorf die folgende Pr{\"u}fungsordnung als Satzung erlassen. Diese Ordnung gilt nur in Verbindung mit der Rahmenpr{\"u}fungsordnung des Fachbereichs Elektro- und Informationstechnik (RahmenPO EI) an der Hochschule D{\"u}sseldorf vom 25.08.2022 in der aktuell g{\"u}ltigen Fassung.}, subject = {Pr{\"u}fungsrecht}, language = {de} } @misc{OPUS4-3819, title = {857 - Zweite Satzung zur {\"A}nderung der Fachbereichsordnung f{\"u}r den Fachbereich Elektro- und Informationstechnik an der Hochschule D{\"u}sseldorf vom 08.09.2022}, address = {D{\"u}sseldorf}, organization = {Hochschule D{\"u}sseldorf}, url = {http://nbn-resolving.de/urn:nbn:de:hbz:due62-opus-38195}, pages = {2}, year = {2022}, abstract = {Aufgrund der \S\S 2 Abs. 4 S. 1, 26 Abs. 3 S. 2 des Gesetzes {\"u}ber die Hochschulen des Landes Nordrhein-Westfalen (Hochschulgesetz - HG) vom 16.09.2014 (GV. NRW. S. 547) in der aktuell g{\"u}ltigen Fassung und der Grundordnung der Hochschule D{\"u}sseldorf vom 08.10.2015 (Verk{\"u}ndungsblatt der Hochschule D{\"u}sseldorf, Amtliche Mitteilung Nr. 414) in der aktuell g{\"u}ltigen Fassung hat die Hochschule D{\"u}sseldorf die folgende Ordnung als Satzung erlassen}, language = {de} } @article{Braun2022, author = {Braun, Alexander}, title = {Automotive mass production of camera systems: Linking image quality to AI performance}, series = {tm - Technisches Messen}, journal = {tm - Technisches Messen}, publisher = {Walter de Gruyter}, issn = {2196-7113}, doi = {10.1515/teme-2022-0029}, year = {2022}, abstract = {Artificial intelligence methods based on machine learning or artificial neural networks have become indispensable in camera-based driver assistance systems, and also represent an essential building block for future autonomous driving. However, the great successes of these evaluation methods in environment perception and also driving planning are accompanied by equally great challenges in the validation and verification of these systems. One of the essential aspects for this is the required guaranteed safety of the functions under mass production conditions of the vehicles. This article explains this point of view using a detailed example from the field of camera-based driver assistance systems: the determination of inspection limits at the end of the production line. The camera is one of the most important sensor modalities for vehicle environment sensing and as such, the quality of the camera systems plays a key role in the safety argumentation of the overall system. Several illustrative application examples (role of simulations, calibration, influence of the windshield) will be presented. The basic ideas presented can be well transferred to the other sensor modalities (lidar, radar, ToF, etc.). The investigations/evidence show that doubts are allowed whether or how fast autonomous driving on level L4/5 will take hold as robotaxis or - even more challenging - in private ownership on a larger scale.}, language = {en} } @article{WohlersMuellerBraun2022, author = {Wohlers, Luis Constantin and M{\"u}ller, Patrick and Braun, Alexander}, title = {Original image noise reconstruction for spatially-varying filtered driving scenes}, series = {Electronic Imaging: Society for Imaging Science and Technology}, volume = {34}, journal = {Electronic Imaging: Society for Imaging Science and Technology}, number = {16}, publisher = {Society for Imaging Science and Technology}, issn = {2470-1173}, doi = {10.2352/EI.2022.34.16.AVM-214}, url = {http://nbn-resolving.de/urn:nbn:de:hbz:due62-opus-41479}, pages = {1 -- 7}, year = {2022}, language = {en} } @inproceedings{MuellerBraunKeuper2022, author = {M{\"u}ller, Patrick and Braun, Alexander and Keuper, Margret}, title = {Impact of realistic properties of the point spread function on classification tasks to reveal a possible distribution shift}, series = {NeurIPS 2022: Workshop on Distribution Shifts: Connecting Methods and Applications, December 3rd, 2022, New Orleans, USA}, booktitle = {NeurIPS 2022: Workshop on Distribution Shifts: Connecting Methods and Applications, December 3rd, 2022, New Orleans, USA}, publisher = {NeurIPS}, address = {New Orleans}, year = {2022}, language = {en} } @inproceedings{MuellerBraun2022, author = {M{\"u}ller, Patrick and Braun, Alexander}, title = {Simulating optical properties to access novel metrological parameter ranges and the impact of different model approximations}, series = {2022 IEEE International Workshop on Metrology for Automotive (MetroAutomotive), 4-6 July 2022}, booktitle = {2022 IEEE International Workshop on Metrology for Automotive (MetroAutomotive), 4-6 July 2022}, publisher = {IEEE}, isbn = {978-1-6654-6689-9}, doi = {10.1109/MetroAutomotive54295.2022.9855079}, pages = {133 -- 138}, year = {2022}, language = {en} } @article{BrummelMuellerBraun2022, author = {Brummel, Mattis and M{\"u}ller, Patrick and Braun, Alexander}, title = {Spatial precision and recall indices to assess the performance of instance segmentation algorithms}, series = {Electronic Imaging}, volume = {34}, journal = {Electronic Imaging}, number = {16}, publisher = {Society for Imaging Science and Technology}, issn = {2470-1173}, doi = {10.2352/EI.2022.34.16.AVM-101}, url = {http://nbn-resolving.de/urn:nbn:de:hbz:due62-opus-41552}, pages = {1 -- 6}, year = {2022}, language = {en} } @inproceedings{RituperGottkehaskamp2022, author = {Rituper, Jannik and Gottkehaskamp, Raimund}, title = {Consideration of the Saturation in a Transient Model of Line-Start Synchronous Reluctance Machines}, series = {2022 International Conference on Electrical Machines (ICEM)}, booktitle = {2022 International Conference on Electrical Machines (ICEM)}, publisher = {IEEE}, doi = {10.1109/ICEM51905.2022.9910731}, pages = {62 -- 68}, year = {2022}, subject = {Reluktanzmaschine}, language = {en} }