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Georg Volk
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Towards robust CNN-based object detection through augmentation with synthetic rain variations
G Volk, S Müller, A von Bernuth, D Hospach, O Bringmann
2019 IEEE Intelligent Transportation Systems Conference (ITSC), 285-292, 2019
922019
Collective perception: A safety perspective
FA Schiegg, I Llatser, D Bischoff, G Volk
Sensors 21 (1), 159, 2020
662020
Simulating photo-realistic snow and fog on existing images for enhanced CNN training and evaluation
A Von Bernuth, G Volk, O Bringmann
2019 IEEE Intelligent Transportation Systems Conference (ITSC), 41-46, 2019
622019
A Comprehensive Safety Metric to Evaluate Perception in Autonomous Systems
G Volk, J Gamerdinger, A von Bernuth, O Bringmann
2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020
542020
Simulating Realistic Rain, Snow, and Fog Variations For Comprehensive Performance Characterization of LiDAR Perception
S Teufel, G Volk, A Von Bernuth, O Bringmann
2022 IEEE 95th Vehicular Technology Conference:(VTC2022-Spring), 1-7, 2022
272022
Towards Realistic Evaluation of Collective Perception for Connected and Automated Driving
G Volk, Q Delooz, FA Schiegg, A Von Bernuth, A Festag, O Bringmann
2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021
232021
Rendering physically correct raindrops on windshields for robustness verification of camera-based object recognition
A Von Bernuth, G Volk, O Bringmann
2018 IEEE Intelligent Vehicles Symposium (IV), 922-927, 2018
212018
Environment-aware Development of Robust Vision-based Cooperative Perception Systems
G Volk, A von Bernuth, O Bringmann
2019 IEEE Intelligent Vehicles Symposium (IV), 126-133, 2019
192019
Enhancing Robustness of LiDAR-Based Perception in Adverse Weather using Point Cloud Augmentations
S Teufel, J Gamerdinger, G Volk, C Gerum, O Bringmann
2023 IEEE Intelligent Vehicles Symposium (IV), 1-6, 2023
92023
CoLD Fusion: A Real-time Capable Spline-based Fusion Algorithm for Collective Lane Detection
J Gamerdinger, S Teufel, G Volk, O Bringmann
2023 IEEE Intelligent Vehicles Symposium (IV), 1-8, 2023
72023
Environment-aware Optimization of Track-to-Track Fusion for Collective Perception
G Volk, J Gamerdinger, A von Bernuth, S Teufel, O Bringmann
2022 IEEE 25th International Conference on Intelligent Transportation …, 2022
62022
Collective PV-RCNN: A Novel Fusion Technique using Collective Detections for Enhanced Local LiDAR-Based Perception
S Teufel, J Gamerdinger, G Volk, O Bringmann
2023 IEEE 26th International Conference on Intelligent Transportation …, 2023
42023
Augmenting Image Data Sets With Water Spray Caused by Vehicles on Wet Roads
A Von Bernuth, G Volk, O Bringmann
2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021
32021
Accounting for the Special Role of Infrastructure-assisted Collective Perception
FA Schiegg, AL Rueeck, J Gamerdinger, H Tchouankem, E Xhoxhi, ...
2023 IEEE 26th International Conference on Intelligent Transportation …, 2023
22023
LSM: A Comprehensive Metric for Assessing the Safety of Lane Detection Systems in Autonomous Driving
J Gamerdinger, S Teufel, S Amann, G Volk, O Bringmann
arXiv preprint arXiv:2407.07740, 2024
12024
Collective Perception Datasets for Autonomous Driving: A Comprehensive Review
S Teufel, J Gamerdinger, JP Kirchner, G Volk, O Bringmann
arXiv preprint arXiv:2405.16973, 2024
12024
MR3D-Net: Dynamic Multi-Resolution 3D Sparse Voxel Grid Fusion for LiDAR-Based Collective Perception
S Teufel, J Gamerdinger, G Volk, O Bringmann
arXiv preprint arXiv:2408.06137, 2024
2024
Robust Local and Cooperative Perception Under Varying Environmental Conditions
J Gamerdinger, G Volk, S Teufel, A von Bernuth, S Müller, D Hospach, ...
Cooperatively Interacting Vehicles: Methods and Effects of Automated …, 2024
2024
Impacts of Image Compression on the Detection Quality of a Novel Real-Time Image Processing Platform
J Mehrke, G Volk, Y Stumpp, O Bringmann, A Terzis
2023 IEEE 26th International Conference on Intelligent Transportation …, 2023
2023
Analyzing track management strategies for multi object tracking in cooperative autonomous driving scenarios
J Gamerdinger, S Teufel, G Volk, AL Rüeck, O Bringmann
at-Automatisierungstechnik 71 (4), 287-294, 2023
2023
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