TY - CHAP A1 - Cristófoli Duarte Silva, Letícia A1 - Funk Drechsler, Maikol A1 - Poledna, Yuri A1 - Huber, Werner A1 - Antonio Fiorentin, Thiago ED - Ariwa, Ezendu ED - Fong, Simon T1 - Synthetic Extreme Weather for AI Training: Concept and Validation T2 - Proceedings: 2023 Third International Conference on Digital Data Processing, DDP 2023 UR - https://doi.org/10.1109/DDP60485.2023.00044 Y1 - 2023 UR - https://doi.org/10.1109/DDP60485.2023.00044 SN - 979-8-3503-2901-8 SP - 188 EP - 194 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Poledna, Yuri A1 - Reway, Fabio A1 - Funk Drechsler, Maikol A1 - Huber, Werner A1 - Icking, Christian A1 - Parente Ribeiro, Eduardo ED - Juárez-Ramírez, Reyes ED - Fernández y Fernández, Carlos ED - Perez Gonzalez, Hector G. ED - Ramírez-Noriega, Alan ED - Jiménez, Samantha ED - Guerra-García, César ED - Licea Sandoval, Guillermo T1 - An Open-Source High-Level Fusion Algorithm in ROS for Automated Driving Applications T2 - Proceedings: 2022 10th International Conference in Software Engineering Research and Innovation (CONISOFT 2022) UR - https://doi.org/10.1109/CONISOFT55708.2022.00031 Y1 - 2023 UR - https://doi.org/10.1109/CONISOFT55708.2022.00031 SN - 978-1-6654-6126-9 SP - 174 EP - 181 PB - IEEE CY - Los Alamitos ER - TY - CHAP A1 - Capdevila, Marc Gonzàlez A1 - Vitorino, Natanael A1 - Poledna, Yuri A1 - Malena, Bruno A1 - Funk Drechsler, Maikol A1 - Albuquerque, Gustavo G. A1 - Furlan, Tales A1 - Netto, Roberto S. ED - Mattos, Diogo Menezes Ferrazani ED - Moraes, Igor Monteiro ED - Nguyen, Thi Mai Trang ED - de Souza Couto, Rodrigo ED - Rubinstein, Marcelo Goncalves T1 - Smart&Safe Mobility Lab: Mixed Reality Environment with HIL, CV2X for VRU Detection T2 - 2024 IEEE 13th International Conference on Cloud Networking (CloudNet) UR - https://doi.org/10.1109/CloudNet62863.2024.10815791 Y1 - 2024 UR - https://doi.org/10.1109/CloudNet62863.2024.10815791 SN - 979-8-3503-7656-2 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Pereira, J. C. L. A1 - Poledna, Yuri A1 - Parente Ribeiro, Eduardo A1 - Dias, João S. A1 - Oliveira, Gustavo H. C. A1 - Kuiava, Roman A1 - Leandro, Gideon Villar A1 - Vilela, João A. A1 - Demonti, Rogers A1 - Pedretti, A. T1 - Monitoring micro phasor measurement units at university campus T2 - 2019 Workshop on Communication Networks and Power Systems (WCNPS) UR - https://doi.org/10.1109/WCNPS.2019.8896288 Y1 - 2019 UR - https://doi.org/10.1109/WCNPS.2019.8896288 SN - 978-1-7281-2920-4 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Poledna, Yuri A1 - Pereira, J. C. L. A1 - Parente Ribeiro, Eduardo T1 - Network traffic analysis of micro PMU communication at university campus T2 - 2019 Workshop on Communication Networks and Power Systems (WCNPS) UR - https://doi.org/10.1109/WCNPS.2019.8896345 Y1 - 2019 UR - https://doi.org/10.1109/WCNPS.2019.8896345 SN - 978-1-7281-2920-4 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Funk Drechsler, Maikol A1 - Poledna, Yuri A1 - Hjort, Mattias A1 - Kharrazi, Sogol A1 - Huber, Werner T1 - Vehicle Dynamics Parameter Estimation Methodology for Virtual Automated Driving Testing T2 - 2024 IEEE International Automated Vehicle Validation Conference (IAVVC), Proceedings UR - 10.1109/IAVVC63304.2024.10786416 Y1 - 2024 UR - 10.1109/IAVVC63304.2024.10786416 SN - 979-8-3503-5407-2 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Reway, Fabio A1 - Funk Drechsler, Maikol A1 - Murthy, Ravikiran A1 - Poledna, Yuri A1 - Huber, Werner A1 - Icking, Christian T1 - Simulation-based test methods with an automotive camera-in-the-loop for automated driving algorithms T2 - 2022 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) UR - https://doi.org/10.1109/ICECCME55909.2022.9988437 KW - sensor-in-the-loop KW - automate driving KW - testing Y1 - 2022 UR - https://doi.org/10.1109/ICECCME55909.2022.9988437 SN - 978-1-6654-7095-7 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Poledna, Yuri A1 - Funk Drechsler, Maikol A1 - Donzella, Valentina A1 - Chan, Pak Hung A1 - Duthon, Pierre A1 - Huber, Werner T1 - REHEARSE: adveRse wEatHEr datAset for sensoRy noiSe modEls T2 - 2024 IEEE Intelligent Vehicles Symposium (IV) UR - https://doi.org/10.1109/IV55156.2024.10588491 Y1 - 2024 UR - https://doi.org/10.1109/IV55156.2024.10588491 SN - 979-8-3503-4881-1 SP - 2451 EP - 2457 PB - IEEE CY - Piscataway ER - TY - JOUR A1 - Novicki Neto, Leonardo A1 - Reway, Fabio A1 - Poledna, Yuri A1 - Funk Drechsler, Maikol A1 - Icking, Christian A1 - Huber, Werner A1 - Parente Ribeiro, Eduardo T1 - TWICE dataset: digital twin of test scenarios in a controlled environment JF - International Journal of Vehicle Systems Modelling and Testing (IJVSMT) UR - https://doi.org/10.1504/IJVSMT.2025.147353 Y1 - 2025 UR - https://doi.org/10.1504/IJVSMT.2025.147353 SN - 1745-6436 SN - 1745-6444 VL - 19 IS - 2 SP - 152 EP - 170 PB - Inderscience CY - Genf ER - TY - CHAP A1 - Ulreich, Fabian A1 - Funk Drechsler, Maikol A1 - Poledna, Yuri A1 - Chan, Pak Hung A1 - Herraren, Tuomas A1 - Ebert, Martin A1 - Kaup, André A1 - Huber, Werner T1 - Validating Camera Sensor Models for Virtual Testing of Vision Systems in Automated Driving T2 - 2025 IEEE International Conference on Vehicular Electronics and Safety (ICVES) UR - https://doi.org/10.1109/ICVES65691.2025.11376043 Y1 - 2026 UR - https://doi.org/10.1109/ICVES65691.2025.11376043 SN - 978-1-6654-7778-9 SP - 57 EP - 64 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Funk Drechsler, Maikol A1 - Sell, Christoph Dominic A1 - Poledna, Yuri A1 - Huber, Werner T1 - Accelerating the Approval of Automated Driving Vehicles through standardized XiL test environments T2 - 2025 IEEE International Conference on Vehicular Electronics and Safety (ICVES) UR - https://doi.org/10.1109/ICVES65691.2025.11376566 Y1 - 2026 UR - https://doi.org/10.1109/ICVES65691.2025.11376566 SN - 978-1-6654-7778-9 SP - 183 EP - 188 PB - IEEE CY - Piscataway ER - TY - JOUR A1 - Raisuddin, Abu Mohammed A1 - Holmblad, Jesper A1 - Haghighi, Hamed A1 - Poledna, Yuri A1 - Funk Drechsler, Maikol A1 - Donzella, Valentina A1 - Aksoy, Eren Erdal T1 - REHEARSE-3D: A Multi-Modal Emulated Rain Dataset for 3D Point Cloud De-Raining JF - Sensors N2 - Sensor degradation poses a significant challenge in autonomous driving. During heavy rainfall, interference from raindrops can adversely affect the quality of LiDAR point clouds, resulting in, for instance, inaccurate point measurements. This, in turn, can potentially lead to safety concerns if autonomous driving systems are not weather-aware, i.e., if they are unable to discern such changes. In this study, we release a new, large-scale, multi-modal emulated rain dataset, REHEARSE-3D, to promote research advancements in 3D point cloud de-raining. Distinct from the most relevant competitors, our dataset is unique in several respects. First, it is the largest point-wise annotated dataset (9.2 billion annotated points), and second, it is the only one with high-resolution LiDAR data (LiDAR-256) enriched with 4D RADAR point clouds logged in both daytime and nighttime conditions in a controlled weather environment. Furthermore, REHEARSE-3D involves rain-characteristic information, which is of significant value not only for sensor noise modeling but also for analyzing the impact of weather at the point level. Leveraging REHEARSE-3D, we benchmark raindrop detection and removal in fused LiDAR and 4D RADAR point clouds. Our comprehensive study further evaluates the performance of various statistical and deep learning models, where SalsaNext and 3D-OutDet achieve above 94% IoU for raindrop detection. UR - https://doi.org/10.3390/s26020728 Y1 - 2026 UR - https://doi.org/10.3390/s26020728 UR - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:573-66060 SN - 1424-8220 VL - 26 IS - 2 PB - MDPI CY - Basel ER - TY - CHAP A1 - Wei, Zixiang A1 - Jiang, Yunruo A1 - Chan, Pak Hung A1 - Wang, Yiting A1 - Poledna, Yuri A1 - Donzella, Valentina T1 - Darwick: A Paired Dataset in Low-Light Driving Scenarios for Advanced Perceptual Enhancement and Benchmarking Assessment T2 - 2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC) UR - https://doi.org/10.1109/ITSC58415.2024.11414063 Y1 - 2026 UR - https://doi.org/10.1109/ITSC58415.2024.11414063 SN - 979-8-3315-0592-9 PB - IEEE CY - Piscataway ER -