Survey of extrinsic calibration on lidar-camera system for intelligent vehicle: Challenges, approaches, and trends

P An, J Ding, S Quan, J Yang, Y Yang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
A system with light detection and ranging (LiDAR) and camera (named as LiDAR-camera
system) plays the essential role in intelligent vehicle (IV), for it provides 3D spatial and 2D …

Keypoint-based LiDAR-camera online calibration with robust geometric network

C Ye, H Pan, H Gao - IEEE Transactions on Instrumentation …, 2021 - ieeexplore.ieee.org
There is no denying the fact that LiDAR-camera online calibration is an extremely complex
problem. For automatic driving technology development, a stable, accurate, and fast online …

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 …

Robust LiDAR-camera alignment with modality adapted local-to-global representation

A Zhu, Y Xiao, C Liu, Z Cao - … on Circuits and Systems for Video …, 2022 - ieeexplore.ieee.org
LiDAR-Camera alignment (LCA) is an important preprocessing procedure for fusing LiDAR
and camera data. For it, one key issue is to extract unified cross-modality representation for …

Enhanced Object Detection in Autonomous Vehicles through LiDAR—Camera Sensor Fusion.

Z Dai, Z Guan, Q Chen, Y Xu… - World Electric Vehicle …, 2024 - search.ebscohost.com
To realize accurate environment perception, which is the technological key to enabling
autonomous vehicles to interact with their external environments, it is primarily necessary to …

Online extrinsic calibration on LiDAR-camera system with LiDAR intensity attention and structural consistency loss

P An, Y Gao, L Wang, Y Chen, J Ma - Remote Sensing, 2022 - mdpi.com
Extrinsic calibration on a LiDAR-camera system is an essential task for the advanced
perception application for the intelligent vehicle. In the offline situation, a calibration object …

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 …

Lightweight LiDAR-Camera Alignment With Homogeneous Local-Global Aware Representation

A Zhu, Y Xiao, C Liu, M Tan… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In this paper, a novel LiDAR-Camera Alignment (LCA) method using homogeneous local-
global spatial aware representation is proposed. Compared with the state-of-the-art methods …