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 …

LCCNet: LiDAR and camera self-calibration using cost volume network

X Lv, B Wang, Z Dou, D Ye… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
Multi-sensor fusion is for enhancing environment perception and 3D reconstruction in self-
driving and robot navigation. Calibration between sensors is the precondition of effective …

RegNet: Multimodal sensor registration using deep neural networks

N Schneider, F Piewak, C Stiller… - 2017 IEEE intelligent …, 2017 - ieeexplore.ieee.org
In this paper, we present RegNet, the first deep convolutional neural network (CNN) to infer
a 6 degrees of freedom (DOF) extrinsic calibration between multimodal sensors, exemplified …

RGGNet: Tolerance aware LiDAR-camera online calibration with geometric deep learning and generative model

K Yuan, Z Guo, ZJ Wang - IEEE Robotics and Automation …, 2020 - ieeexplore.ieee.org
Accurate LiDAR-camera online calibration is critical for modern autonomous vehicles and
robot platforms. Dominant methods heavily rely on hand-crafted features, which are not …

Motion-based calibration of multimodal sensor extrinsics and timing offset estimation

Z Taylor, J Nieto - IEEE Transactions on Robotics, 2016 - ieeexplore.ieee.org
This paper presents a system for calibrating the extrinsic parameters and timing offsets of an
array of cameras, 3-D lidars, and global positioning system/inertial navigation system …

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 …

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** …

Augmented reality integration into MES for connected workers

A Blaga, C Militaru, AD Mezei, L Tamas - Robotics and Computer …, 2021 - Elsevier
In this paper an overview of recent augmented reality (AR) solutions for manufacturing
execution systems (MES) is presented. The first part of the paper describes the challenges of …

Automatic targetless camera–lidar calibration by aligning edge with gaussian mixture model

J Kang, NL Doh - Journal of Field Robotics, 2020 - Wiley Online Library
This paper presents a calibration algorithm that does not require an artificial target object to
precisely estimate a rigid‐body transformation between a camera and a light detection and …

LiDAR-camera calibration using line correspondences

Z Bai, G Jiang, A Xu - Sensors, 2020 - mdpi.com
In this paper, we introduce a novel approach to estimate the extrinsic parameters between a
LiDAR and a camera. Our method is based on line correspondences between the LiDAR …