Redformer: Radar enlightens the darkness of camera perception with transformers

C Cui, Y Ma, J Lu, Z Wang - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
Enhancing the accuracy and reliability of perception systems in automated vehicles is
critical, especially under varying driving conditions. Unfortunately, the challenges of adverse …

Formulating vehicle aggressiveness towards social cognitive autonomous driving

W Hu, Z Deng, Y Wu, B Zhang, W Li… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Accurately identifying the driving threat could greatly improve the driving safety for
autonomous vehicles in the mixed traffic, where the human-driven and driverless, as well as …

A freeway vehicle early warning method based on risk map: enhancing traffic safety through global perspective characterization of driving risk

C Cui, B An, L Li, X Qu, H Manda, B Ran - Accident Analysis & Prevention, 2024 - Elsevier
In the era of rapid advancements in intelligent transportation, utilizing vehicle operating data
to evaluate the risk of freeway vehicles and study on vehicle early warning methods not only …

Knowledge Graph Expression of High Definition Map

R QI, Z YIN, J GU, Y CHEN, S YING - Geomatics and Information …, 2024 - ch.whu.edu.cn
Objectives High definition map (HDM) is the “sensor” for automated driving (AD), which
integrates the real-time data collected by various sensors and the prior data collected in the …

Edge Dynamic Map architecture for C-ITS applications

M García, G Vélez, J Pérez, Á Martín… - 2023 IEEE 26th …, 2023 - ieeexplore.ieee.org
Cooperative Intelligent Transport Systems (CITS) create, share and process massive
amounts of data which needs to be real-time managed to enable new cooperative and …

高精地图的知识图谱表达

齐如煜, 尹章才, 顾江岩, 陈毅然, 应申 - 武汉大学学报(信息科学版), 2024 - ch.whu.edu.cn
高精地图是自动驾驶的“传感器”, 为自动驾驶提供必要的先验数据以及相应的超视距感知,
校验定位, 动态规划和决策控制. 然而, 高精地图数据供给与自动驾驶知识需求仍存在鸿沟 …

A Multimodal Approach for Bridge Inspection

H Ma, Z Wang, Z Shen, H Zhang, C Li… - … on Systems, Man, and …, 2023 - ieeexplore.ieee.org
With the exacerbation of bridge aging issues, the demand for efficient and cost-effective
bridge inspection solutions becomes increasingly urgent. Currently, most methods for …

Automated driving in complex real-world scenarios using a scalable risk-based behavior generation framework

M Probst, R Wenzel, T Puphal… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
The task of driving autonomously is difficult due to the vast number of driving situations a
system may be facing. Especially higher levels of automation in less restricted scopes …

Introducing Risk Shadowing For Decisive and Comfortable Behavior Planning

T Puphal, J Eggert - 2023 IEEE 26th International Conference …, 2023 - ieeexplore.ieee.org
We consider the problem of group interactions in urban driving. State-of-the-art behavior
planners for selfdriving cars mostly consider each single agent-to-agent interaction …

Considering Human Factors in Risk Maps for Robust and Foresighted Driver Warning

T Puphal, R Hirano, M Probst… - 2023 32nd IEEE …, 2023 - ieeexplore.ieee.org
Driver support systems that include human states in the support process is an active
research field. Many recent approaches allow, for example, to sense the driver's drowsiness …