@inproceedings{WachtelGranadoSchuesslervondemBusscheHuennefeldetal.2024, author = {Wachtel Granado, Diogo and Sch{\"u}ßler, Christian and von dem Bussche-H{\"u}nnefeld, Tetmar and Rothmeier, Thomas and Vossiek, Martin and Huber, Werner}, title = {Evaluation of Automotive Radar Simulation Tools for Adverse Weather Conditions: A Comparative Analysis of Real Measurement, HFSS and Monte-Carlo GO Methods}, booktitle = {2024 IEEE Radar Conference (RadarConf24) Proceedings}, publisher = {IEEE}, address = {Piscataway}, isbn = {979-8-3503-2920-9}, doi = {https://doi.org/10.1109/RadarConf2458775.2024.10549398}, year = {2024}, language = {en} } @inproceedings{WachtelGranadoRothmeiervondemBusscheHuennefeldetal.2024, author = {Wachtel Granado, Diogo and Rothmeier, Thomas and von dem Bussche-H{\"u}nnefeld, Tetmar and Huber, Werner and Vossiek, Martin}, title = {Radar in the Rain: Understanding and Simulating Environmental Effects on ADAS Radar Sensors}, booktitle = {2024 IEEE Radar Conference (RadarConf24) Proceedings}, publisher = {IEEE}, address = {Piscataway}, isbn = {979-8-3503-2920-9}, doi = {https://doi.org/10.1109/RadarConf2458775.2024.10548570}, year = {2024}, language = {en} } @inproceedings{WachtelGranadoTasabatRothmeieretal.2025, author = {Wachtel Granado, Diogo and Tasabat, Sinan and Rothmeier, Thomas and Crist{\´o}foli Duarte Silva, Let{\´i}cia and Huber, Werner}, title = {Exploring Synthetic Radar Data and Deep Learning for Road User Classification in Autonomous Vehicles}, booktitle = {2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC)}, publisher = {IEEE}, address = {Piscataway}, isbn = {979-8-3315-0592-9}, doi = {https://doi.org/10.1109/ITSC58415.2024.10919565}, pages = {2021 -- 2026}, year = {2025}, language = {en} } @inproceedings{WachtelGranadoTrevisolRothmeieretal.2025, author = {Wachtel Granado, Diogo and Trevisol, Heitor Derder and Rothmeier, Thomas and Nassu, Bogdan Tomoyuki and Huber, Werner}, title = {Navigating on Adverse Weather: Enhancing LiDAR-Based Detection with the DBSPRY Dataset}, booktitle = {2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC)}, publisher = {IEEE}, address = {Piscataway}, isbn = {979-8-3315-0592-9}, doi = {https://doi.org/10.1109/ITSC58415.2024.10920224}, pages = {4034 -- 4039}, year = {2025}, language = {en} } @inproceedings{RothmeierDalVescoHogerNassuetal.2025, author = {Rothmeier, Thomas and Dal Vesco Hoger, Mayara and Nassu, Bogdan Tomoyuki and Huber, Werner and Knoll, Alois}, title = {Out of the Box: Weather Augmentation for Enhanced Detection in Bad Visibility Conditions}, booktitle = {2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC)}, publisher = {IEEE}, address = {Piscataway}, isbn = {979-8-3315-0592-9}, doi = {https://doi.org/10.1109/ITSC58415.2024.10919529}, pages = {1410 -- 1417}, year = {2025}, language = {en} } @inproceedings{WachtelGranadoRothmeierCristofoliDuarteSilvaetal.2024, author = {Wachtel Granado, Diogo and Rothmeier, Thomas and Crist{\´o}foli Duarte Silva, Let{\´i}cia and Vossiek, Martin and Huber, Werner}, title = {Simulation and Validation of Automotive Radar Performance with Water Spray Over Radome}, booktitle = {2024 IEEE Sensors 2024: Conference Proceedings}, publisher = {IEEE}, address = {Piscataway}, isbn = {979-8-3503-6351-7}, doi = {https://doi.org/10.1109/SENSORS60989.2024.10784774}, year = {2024}, language = {en} } @inproceedings{RothmeierHuber2021, author = {Rothmeier, Thomas and Huber, Werner}, title = {Performance Evaluation of Object Detection Algorithms Under Adverse Weather Conditions}, booktitle = {Intelligent Transport Systems, From Research and Development to the Market Uptake: 4th EAI International Conference, INTSYS 2020; Virtual Event, December 3, 2020: Proceedings}, editor = {Martins, Ana L{\´u}cia and Amaro Ferreira, Joao Carlos and Kocian, Alexander and Costa, Vera}, publisher = {Springer}, address = {Cham}, isbn = {978-3-030-71454-3}, doi = {https://doi.org/10.1007/978-3-030-71454-3_13}, pages = {211 -- 222}, year = {2021}, language = {en} } @inproceedings{RothmeierWachtelGranadovondemBusscheHuennefeldetal.2023, author = {Rothmeier, Thomas and Wachtel Granado, Diogo and von dem Bussche-H{\"u}nnefeld, Tetmar and Huber, Werner}, title = {I Had a Bad Day: Challenges of Object Detection in Bad Visibility Conditions}, booktitle = {IEEE IV 2023 Symposium Proceedings}, publisher = {IEEE}, address = {Piscataway}, isbn = {979-8-3503-4691-6}, doi = {https://doi.org/10.1109/IV55152.2023.10186674}, year = {2023}, language = {en} } @inproceedings{RothmeierHuberKnoll2024, author = {Rothmeier, Thomas and Huber, Werner and Knoll, Alois}, title = {Time to Shine: Fine-Tuning Object Detection Models with Synthetic Adverse Weather Images}, booktitle = {Proceedings, 2024 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2024}, publisher = {IEEE}, address = {Los Alamitos}, isbn = {979-8-3503-1892-0}, doi = {https://doi.org/10.1109/WACV57701.2024.00439}, pages = {4435 -- 4444}, year = {2024}, language = {en} } @inproceedings{RothmeierHuber2021, author = {Rothmeier, Thomas and Huber, Werner}, title = {Let it Snow: On the Synthesis of Adverse Weather Image Data}, booktitle = {2021 IEEE International Intelligent Transportation Systems Conference (ITSC)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-9142-3}, doi = {https://doi.org/10.1109/ITSC48978.2021.9565008}, pages = {3300 -- 3306}, year = {2021}, language = {en} }