Automotive LiDAR technology: A survey

R Roriz, J Cabral, T Gomes - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
Nowadays, and more than a decade after the first steps towards autonomous driving, we
keep heading to achieve fully autonomous vehicles on our roads, with LiDAR sensors being …

Extrinsic calibration methods for laser range finder and camera: A systematic review

A Khurana, KS Nagla - Mapan, 2021 - Springer
Fusion of laser range finder (LRF) and camera is widely used in the field of intelligent mobile
robots for performing various tasks, such as autonomous navigation, 2D or 3D map** …

Artificial Intelligence-Assisted Robustness of Optoelectronics for Automated Driving: A Review

EJC Nacpil, J Han, I Jeon - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
Optoelectronic sensing systems are used in automated vehicles for in-cabin features such
as driver attention and distraction monitoring. As automated driving technology continues to …

This is the way: Sensors auto-calibration approach based on deep learning for self-driving cars

S Wu, A Hadachi, D Vivet, Y Prabhakar - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
The technological advancement of sensors and computational power has opened a new
chapter in machine learning for robotics applications, especially in image classification …

Automatic building and labeling of hd maps with deep learning

M Elhousni, Y Lyu, Z Zhang, X Huang - Proceedings of the AAAI …, 2020 - ojs.aaai.org
In a world where autonomous driving cars are becoming increasingly more common,
creating an adequate infrastructure for this new technology is essential. This includes …

Automatic Targetless Monocular Camera and LiDAR External Parameter Calibration Method for Mobile Robots

Y Yu, S Fan, L Li, T Wang, L Li - Remote Sensing, 2023 - mdpi.com
With the continuous development and popularization of sensor-fusion technology for mobile
robots, the application of camera and light detection and ranging (LiDAR) fusion perception …

A novel, efficient and accurate method for lidar camera calibration

Z Huang, X Zhang, A Garcia… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
As autonomous systems evolve, the precise calibration of lidar and camera sensors remains
a pivotal concern. Among the myriad of available techniques, target-based calibration …

Time synchronization and space registration of roadside LiDAR and camera

C Wang, S Liu, X Wang, X Lan - Electronics, 2023 - mdpi.com
The sensing system consisting of Light Detection and Ranging (LiDAR) and a camera
provides complementary information about the surrounding environment. To take full …

A wearable data collection system for studying micro-level e-scooter behavior in naturalistic road environment

A Prabu, D Shen, R Tian, S Chien, L Li, Y Chen… - arxiv preprint arxiv …, 2022 - arxiv.org
As one of the most popular micro-mobility options, e-scooters are spreading in hundreds of
big cities and college towns in the US and worldwide. In the meantime, e-scooters are also …

CoMask: Corresponding mask-based end-to-end extrinsic calibration of the camera and LiDAR

L Yin, B Luo, W Wang, H Yu, C Wang, C Li - Remote Sensing, 2020 - mdpi.com
The integration of the camera and LiDAR has played an important role in the field of
autonomous driving, for example in visual–LiDAR SLAM and 3D environment fusion …