Efficient Vehicular Collaborative Perception Based on Saptial-Temporal Feature Compression

J Zhang, K Yang, H Wang, P Sun… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In collaborative perception, autonomous vehicles with limited perception capabilities can
communicate with each other to achieve a more holographic and effective perception result …

AdaMap: High-Scalable Real-Time Cooperative Perception at the Edge

Q Liu, Y Xue, Y Zhang, D Chen… - 2023 IEEE/ACM …, 2023 - ieeexplore.ieee.org
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 …

V2VFormer: Vehicle-to-vehicle cooperative perception with spatial-channel transformer

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 …

ERMVP: Communication-Efficient and Collaboration-Robust Multi-Vehicle Perception in Challenging Environments

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 …

Task-Oriented Communication for Vehicle-to-Infrastructure Cooperative Perception

J Shao, T Li, J Zhang - arXiv preprint arXiv:2407.20748, 2024 - arxiv.org
Vehicle-to-infrastructure (V2I) cooperative perception plays a crucial role in autonomous
driving scenarios. Despite its potential to improve perception accuracy and robustness, the …

Spatio-temporal domain awareness for multi-agent collaborative perception

K Yang, D Yang, J Zhang, M Li, Y Liu… - Proceedings of the …, 2023 - openaccess.thecvf.com
Multi-agent collaborative perception as a potential application for vehicle-to-everything
communication could significantly improve the perception performance of autonomous …

V2v4real: A real-world large-scale dataset for vehicle-to-vehicle cooperative perception

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 …

[HTML][HTML] CooPercept: Cooperative Perception for 3D Object Detection of Autonomous Vehicles

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 …

Multi-agent Collaborative Perception via Motion-aware Robust Communication Network

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 …

V2X-PC: Vehicle-to-everything Collaborative Perception via Point Cluster

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 …