The Extrinsic Calibration of Area-Scan Camera and 2D Laser Rangefinder (LRF) Using Checkerboard Trihedron

The combination of area-scan camera and 2D laser rangefinder (LRF) can capture both textural and geometrical information from a scene at the same time, and has been widely used in various fields. Due to the differences of the installation position and acquisition mode, calibrating the extrinsic para...

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Main Authors: Zizhu Tian, Yuchun Huang, Fei Zhu, Yaowei Ma
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
P3P
Online Access:https://ieeexplore.ieee.org/document/9004578/
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spelling doaj-577e11368ef2478da83b483bc22688662021-03-30T02:33:12ZengIEEEIEEE Access2169-35362020-01-018361663617910.1109/ACCESS.2020.29752159004578The Extrinsic Calibration of Area-Scan Camera and 2D Laser Rangefinder (LRF) Using Checkerboard TrihedronZizhu Tian0https://orcid.org/0000-0003-3060-4465Yuchun Huang1https://orcid.org/0000-0002-5497-9897Fei Zhu2https://orcid.org/0000-0002-3325-9989Yaowei Ma3https://orcid.org/0000-0002-2577-3179School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, ChinaSchool of Remote Sensing and Information Engineering, Wuhan University, Wuhan, ChinaSchool of Remote Sensing and Information Engineering, Wuhan University, Wuhan, ChinaSchool of Remote Sensing and Information Engineering, Wuhan University, Wuhan, ChinaThe combination of area-scan camera and 2D laser rangefinder (LRF) can capture both textural and geometrical information from a scene at the same time, and has been widely used in various fields. Due to the differences of the installation position and acquisition mode, calibrating the extrinsic parameters, including the rotation and translation, of two sensors is necessary for fusing the camera image and LRF data. In this paper, a simple and flexible extrinsic calibration method is proposed by only acquiring a checkerboard trihedron once. Using checkerboard trihedron as a mobile referenced control field, the proposed method includes three steps to calibrate the extrinsic parameters. First, the rotation and translation between the trihedron and LRF are solved with a simplified perspective-three-point (P3P) solution; Second, using the collinear equation of checkerboard corners and their pixels in the image, the camera is calibrated with respect to the trihedron; Third, combining the last two steps, the rotation and translation parameters between the camera and LRF are finally calibrated with the intermediate referenced trihedron. After a lot of simulation and real experiments, the proposed method has been demonstrated to have the advantages of simple operation, strong robustness and high accuracy in real experiment.https://ieeexplore.ieee.org/document/9004578/Area-scan camera2D laser rangefindercheckerboard trihedroncollinear equationextrinsic calibrationP3P
collection DOAJ
language English
format Article
sources DOAJ
author Zizhu Tian
Yuchun Huang
Fei Zhu
Yaowei Ma
spellingShingle Zizhu Tian
Yuchun Huang
Fei Zhu
Yaowei Ma
The Extrinsic Calibration of Area-Scan Camera and 2D Laser Rangefinder (LRF) Using Checkerboard Trihedron
IEEE Access
Area-scan camera
2D laser rangefinder
checkerboard trihedron
collinear equation
extrinsic calibration
P3P
author_facet Zizhu Tian
Yuchun Huang
Fei Zhu
Yaowei Ma
author_sort Zizhu Tian
title The Extrinsic Calibration of Area-Scan Camera and 2D Laser Rangefinder (LRF) Using Checkerboard Trihedron
title_short The Extrinsic Calibration of Area-Scan Camera and 2D Laser Rangefinder (LRF) Using Checkerboard Trihedron
title_full The Extrinsic Calibration of Area-Scan Camera and 2D Laser Rangefinder (LRF) Using Checkerboard Trihedron
title_fullStr The Extrinsic Calibration of Area-Scan Camera and 2D Laser Rangefinder (LRF) Using Checkerboard Trihedron
title_full_unstemmed The Extrinsic Calibration of Area-Scan Camera and 2D Laser Rangefinder (LRF) Using Checkerboard Trihedron
title_sort extrinsic calibration of area-scan camera and 2d laser rangefinder (lrf) using checkerboard trihedron
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description The combination of area-scan camera and 2D laser rangefinder (LRF) can capture both textural and geometrical information from a scene at the same time, and has been widely used in various fields. Due to the differences of the installation position and acquisition mode, calibrating the extrinsic parameters, including the rotation and translation, of two sensors is necessary for fusing the camera image and LRF data. In this paper, a simple and flexible extrinsic calibration method is proposed by only acquiring a checkerboard trihedron once. Using checkerboard trihedron as a mobile referenced control field, the proposed method includes three steps to calibrate the extrinsic parameters. First, the rotation and translation between the trihedron and LRF are solved with a simplified perspective-three-point (P3P) solution; Second, using the collinear equation of checkerboard corners and their pixels in the image, the camera is calibrated with respect to the trihedron; Third, combining the last two steps, the rotation and translation parameters between the camera and LRF are finally calibrated with the intermediate referenced trihedron. After a lot of simulation and real experiments, the proposed method has been demonstrated to have the advantages of simple operation, strong robustness and high accuracy in real experiment.
topic Area-scan camera
2D laser rangefinder
checkerboard trihedron
collinear equation
extrinsic calibration
P3P
url https://ieeexplore.ieee.org/document/9004578/
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