Z Wang, S Fan, X Huo, T Xu, Y Wang, J Liu… - arXiv preprint arXiv …, 2023 - arxiv.org
In autonomous driving, Vehicle-Infrastructure Cooperative 3D Object Detection (VIC3D) makes use of multi-view cameras from both vehicles and traffic infrastructure, providing a …
J Wang, Y Zeng, Y Gong - arXiv preprint arXiv:2205.11849, 2022 - arxiv.org
Accurate detection of objects in 3D point clouds is a key problem in autonomous driving systems. Collaborative perception can incorporate information from spatially diverse sensors …
Vehicle–infrastructure cooperative perception is becoming increasingly crucial for autonomous driving systems and involves leveraging infrastructure's broader spatial …
W Yan, H Cao, J Chen, T Wu - Neurocomputing, 2024 - Elsevier
Abstract 3D object detection plays a crucial role in the perception system of autonomous vehicles, however, the vehicle's field of view is restricted due to obstructions from nearby …
Z Meng, X Xia, R Xu, W Liu, J Ma - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
3D-LiDAR-based cooperative perception has been generating significant interest for its ability to tackle challenges such as occlusion, sparse point clouds, and out-of-range issues …
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 …
J Wang, X Guo, H Wang, P Jiang… - … and Mobile Computing, 2022 - Wiley Online Library
3D object detection is a significant aspect of the perception module in autonomous driving; however, with current technology, data sharing between vehicles and cloud servers for …
C He, H Wang, L Chen, T Luo, Y Cai - arXiv preprint arXiv:2310.06603, 2023 - arxiv.org
Object detection is the central issue of intelligent traffic systems, and recent advancements in single-vehicle lidar-based 3D detection indicate that it can provide accurate position …
X Zhang, L He, R Lv, C Jin, Y Wang - IEEE Access, 2023 - ieeexplore.ieee.org
Autonomous driving technology faces significant safety challenges due to the lack of a global perspective and the limitations of long-range perception capabilities. It is widely …