The significant contribution of human errors, accounting for approximately 94%(with a margin of±2.2%), to road crashes leading to casualties, vehicle damages, and safety …
H Liao, Z Li, H Shen, W Zeng, D Liao, G Li… - Proceedings of the AAAI …, 2024 - ojs.aaai.org
The ability to accurately predict the trajectory of surrounding vehicles is a critical hurdle to overcome on the journey to fully autonomous vehicles. To address this challenge, we …
J Fang, F Wang, J Xue, TS Chua - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In driving scenes, road agents often engage in frequent interaction and strive to understand their surroundings. Ego-agent (each road agent itself) predicts what behavior will be …
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 …
Y Tang, H He, Y Wang - Neurocomputing, 2024 - Elsevier
In dynamic and interactive autonomous driving scenarios, accurately predicting the future movements of vehicle agents is crucial. However, current methods often fail to capture …
H Liao, Y Li, Z Li, C Wang, Z Cui… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In autonomous vehicle (AV) technology, the ability to accurately predict the movements of surrounding vehicles is paramount for ensuring safety and operational efficiency …
The field of cognitive computing, conversational AI has witnessed remarkable progress, largely driven by the development of the Generative Pre-trained Transformer (GPT) series …
K Lv, L Yuan - IEEE Transactions on Instrumentation and …, 2023 - ieeexplore.ieee.org
Pedestrian trajectory prediction is crucial in driverless applications. To accurately predict the high-quality trajectory of pedestrians, it is necessary to consider the reasonable social …
H Wang, C Liu, Y Cai, L Chen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
As self-driving vehicles become more prevalent, the speed and accuracy of detecting surrounding objects through onboard sensing technology have become increasingly …