A survey on multi-sensor fusion based obstacle detection for intelligent ground vehicles in off-road environments

J Hu, B Zheng, C Wang, C Zhao, X Hou, Q Pan… - Frontiers of Information …, 2020 - Springer
With the development of sensor fusion technologies, there has been a lot of research on
intelligent ground vehicles, where obstacle detection is one of the key aspects of vehicle …

Pixel-level extrinsic self calibration of high resolution lidar and camera in targetless environments

C Yuan, X Liu, X Hong, F Zhang - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
In this letter, we present a novel method for automatic extrinsic calibration of high-resolution
LiDARs and RGB cameras in targetless environments. Our approach does not require …

A survey of low-cost 3D laser scanning technology

S Bi, C Yuan, C Liu, J Cheng, W Wang, Y Cai - Applied Sciences, 2021 - mdpi.com
By moving a commercial 2D LiDAR, 3D maps of the environment can be built, based on the
data of a 2D LiDAR and its movements. Compared to a commercial 3D LiDAR, a moving 2D …

Automatic extrinsic calibration of a camera and a 3d lidar using line and plane correspondences

L Zhou, Z Li, M Kaess - 2018 IEEE/RSJ International …, 2018 - ieeexplore.ieee.org
In this paper, we address the problem of extrinsic calibration of a camera and a 3D Light
Detection and Ranging (LiDAR) sensor using a checkerboard. Unlike previous works which …

Accurate calibration of LiDAR-camera systems using ordinary boxes

Z Pusztai, L Hajder - Proceedings of the IEEE international …, 2017 - openaccess.thecvf.com
This paper deals with the calibration of a visual system, consisting of RGB cameras and 3D
Light Detection And Ranging (LiDAR) sensors. Registering two separate point clouds …

Calibration between color camera and 3D LIDAR instruments with a polygonal planar board

Y Park, S Yun, CS Won, K Cho, K Um, S Sim - Sensors, 2014 - mdpi.com
Calibration between color camera and 3D Light Detection And Ranging (LIDAR) equipment
is an essential process for data fusion. The goal of this paper is to improve the calibration …

Automatic extrinsic calibration of vision and lidar by maximizing mutual information

G Pandey, JR McBride, S Savarese… - Journal of Field …, 2015 - Wiley Online Library
This paper reports on an algorithm for automatic, targetless, extrinsic calibration of a lidar
and optical camera system based upon the maximization of mutual information between the …

LiDAR and camera fusion approach for object distance estimation in self-driving vehicles

GA Kumar, JH Lee, J Hwang, J Park, SH Youn, S Kwon - Symmetry, 2020 - mdpi.com
The fusion of light detection and ranging (LiDAR) and camera data in real-time is known to
be a crucial process in many applications, such as in autonomous driving, industrial …

LiDAR and camera detection fusion in a real-time industrial multi-sensor collision avoidance system

P Wei, L Cagle, T Reza, J Ball, J Gafford - Electronics, 2018 - mdpi.com
Collision avoidance is a critical task in many applications, such as ADAS (advanced driver-
assistance systems), industrial automation and robotics. In an industrial automation setting …

[HTML][HTML] Opencalib: A multi-sensor calibration toolbox for autonomous driving

G Yan, Z Liu, C Wang, C Shi, P Wei, X Cai, T Ma, Z Liu… - Software Impacts, 2022 - Elsevier
Accurate sensor calibration is a prerequisite for autonomous vehicles' multi-sensor
perception. Even though there are many open-source projects related to sensor calibration …