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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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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