A Review of Deep Learning-Based LiDAR and Camera Extrinsic Calibration

Z Tan, X Zhang, S Teng, L Wang, F Gao - Sensors, 2024 - mdpi.com
Extrinsic parameter calibration is the foundation and prerequisite for LiDAR and camera
data fusion of the autonomous system. This technology is widely used in fields such as …

A Method for Synchronous Automated Extrinsic Calibration of LiDAR and Cameras Based on a Circular Calibration Board

H Liu, Q Xu, Y Huang, Y Ding, J Xiao - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
The fusion of LiDAR and camera data is a promising approach for improving the
environmental perception and recognition abilities of robots. The fusion of data from the two …

A Hierarchical LiDAR Simulation Framework Incorporating Physical Attenuation Response in Autonomous Driving Scenarios

T Huang, S Song, H Hu, Y Gao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper presents a hierarchical LiDAR simulation framework to address the challenges of
accurately simulating LiDAR data in autonomous driving scenarios. The framework utilizes a …

OL-Reg: Registration of Image and Sparse LiDAR Point Cloud with Object-Level Dense Correspondences

P An, X Hu, J Ding, J Zhang, J Ma… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Image and point cloud registration (2D-3D registration) is an essential prerequisite for multi-
modal feature fusion. However, due to the significant feature difference of point cloud and …

Online calibration method of lidar positioning based on indoor AGV

W Guo, J Li, Z Ma, S Lv, P Hu… - 2022 China Automation …, 2022 - ieeexplore.ieee.org
In the AGV (Automated Guided Vehicle) system, the accuracy of the positioning system often
ultimately determines the accuracy of the AGV navigation process and results. Due to the …