G Elghazaly, R Frank, S Harvey… - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
In cooperative, connected, and automated mobility (CCAM), the more automated vehicles can perceive, model, and analyze the surrounding environment, the more they become …
R Xu, X Xia, J Li, H Li, S Zhang, Z Tu… - Proceedings of the …, 2023 - openaccess.thecvf.com
Modern perception systems of autonomous vehicles are known to be sensitive to occlusions and lack the capability of long perceiving range. It has been one of the key bottlenecks that …
Autonomous vehicle (AV) systems must be comprehensively tested and evaluated before they can be deployed. High-fidelity simulators such as CARLA or LGSVL allow this to be …
EI Liu, M Althoff - IEEE Transactions on Intelligent Vehicles, 2023 - ieeexplore.ieee.org
It is crucial for automated vehicles to explicitly comply with specifications, including traffic rules, to ensure their safe and effective participation in road traffic. Such compliance is also …
Autonomous vehicle technologies have evolved quickly over the last few years, with safety being one of the key requirements for their full deployment. However, ensuring their safety …
E Meyer, M Brenner, B Zhang… - 2023 IEEE Intelligent …, 2023 - ieeexplore.ieee.org
Heterogeneous graphs offer powerful data representations for traffic, given their ability to model the complex interaction effects among a varying number of traffic participants and the …
A Naumann, F Hertlein, D Grimm… - Proceedings of the …, 2023 - openaccess.thecvf.com
Motion prediction and planning are key components to enable autonomous driving. Although high definition (HD) maps provide important contextual information that constrains …
S Maierhofer, Y Ballnath… - 2023 IEEE 26th …, 2023 - ieeexplore.ieee.org
Autonomous vehicles benefit from correct maps to participate in traffic safely, but often maps are not verified before their usage. We address this problem by providing an approach to …