[HTML][HTML] External multi-modal imaging sensor calibration for sensor fusion: A review

Z Qiu, J Martínez-Sánchez, P Arias-Sánchez… - Information Fusion, 2023 - Elsevier
Multi-modal data fusion has gained popularity due to its diverse applications, leading to an
increased demand for external sensor calibration. Despite several proven calibration …

Automatic extrinsic calibration method for lidar and camera sensor setups

J Beltrán, C Guindel, A De La Escalera… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Most sensor setups for onboard autonomous perception are composed of LiDARs and
vision systems, as they provide complementary information that improves the reliability of the …

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 …

Emerging Trends in Autonomous Vehicle Perception: Multimodal Fusion for 3D Object Detection

SY Alaba, AC Gurbuz, JE Ball - World Electric Vehicle Journal, 2024 - mdpi.com
The pursuit of autonomous driving relies on developing perception systems capable of
making accurate, robust, and rapid decisions to interpret the driving environment effectively …

CalibNet: Geometrically supervised extrinsic calibration using 3D spatial transformer networks

G Iyer, RK Ram, JK Murthy… - 2018 IEEE/RSJ …, 2018 - ieeexplore.ieee.org
3D LiDARs and 2D cameras are increasingly being used alongside each other in sensor
rigs for perception tasks. Before these sensors can be used to gather meaningful data …

Automatic targetless LiDAR–camera calibration: a survey

X Li, Y Xiao, B Wang, H Ren, Y Zhang, J Ji - Artificial Intelligence Review, 2023 - Springer
The recent trend of fusing complementary data from LiDARs and cameras for more accurate
perception has made the extrinsic calibration between the two sensors critically important …

A novel integrated simulation and testing platform for self-driving cars with hardware in the loop

S Chen, Y Chen, S Zhang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Effective simulation and testing environment is a vital part in the research of self-driving
vehicles. It is capable of testing self-driving software and hardware quickly in a variety of …

Extrinsic calibration between camera and LiDAR sensors by matching multiple 3D planes

E Kim, SY Park - Sensors, 2019 - mdpi.com
This paper proposes a simple extrinsic calibration method for a multi-sensor system which
consists of six image cameras and a 16-channel 3D LiDAR sensor using a planar …

Soac: Spatio-temporal overlap-aware multi-sensor calibration using neural radiance fields

Q Herau, N Piasco, M Bennehar… - Proceedings of the …, 2024 - openaccess.thecvf.com
In rapidly-evolving domains such as autonomous driving the use of multiple sensors with
different modalities is crucial to ensure high operational precision and stability. To correctly …

Geometric calibration for LiDAR-camera system fusing 3D-2D and 3D-3D point correspondences

P An, T Ma, K Yu, B Fang, J Zhang, W Fu, J Ma - Optics express, 2020 - opg.optica.org
Calibrating the extrinsic parameters on a system of 3D Light Detection And Ranging (LiDAR)
and the monocular camera is a challenging task, because accurate 3D-2D or 3D-3D point …