Cooperative perception is the key approach to augment the perception of connected and automated vehicles (CAVs) toward safe autonomous driving. However, it is challenging to …
C Lin, D Tian, X Duan, J Zhou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Collaborative perception aims for a holistic perceptive construction by leveraging complementary information from nearby connected automated vehicle (CAV), thereby …
J Zhang, K Yang, Y Wang, H Wang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Collaborative perception enhances perception performance by enabling autonomous vehicles to exchange complementary information. Despite its potential to revolutionize the …
Vehicle-to-infrastructure (V2I) cooperative perception plays a crucial role in autonomous driving scenarios. Despite its potential to improve perception accuracy and robustness, the …
Multi-agent collaborative perception as a potential application for vehicle-to-everything communication could significantly improve the perception performance of autonomous …
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 …
Y Zhang, B Chen, J Qin, F Hu, J Hao - Drones, 2024 - mdpi.com
Autonomous vehicles rely extensively on onboard sensors to perceive their surrounding environments for motion planning and vehicle control. Despite recent advancements …
S Hong, Y Liu, Z Li, S Li, Y He - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Collaborative perception allows for information sharing between multiple agents such as vehicles and infrastructure to obtain a comprehensive view of the environment through …
S Liu, Z Ding, J Fu, H Li, S Chen, S Zhang… - arXiv preprint arXiv …, 2024 - arxiv.org
The objective of the collaborative vehicle-to-everything perception task is to enhance the individual vehicle's perception capability through message communication among …