A Convenient Calibration Method for LRF-Camera Combination Systems Based on a Checkerboard
In this paper, a simple and easy high-precision calibration method is proposed for the LRF-camera combined measurement system which is widely used at present. This method can be applied not only to mainstream 2D and 3D LRF-cameras, but also to calibrate newly developed 1D LRF-camera combined systems...
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doaj-8a676349a9df45868bc77d8ca327117a2020-11-24T20:53:58ZengMDPI AGSensors1424-82202019-03-01196131510.3390/s19061315s19061315A Convenient Calibration Method for LRF-Camera Combination Systems Based on a CheckerboardZhuang Zhang0Rujin Zhao1Enhai Liu2Kun Yan3Yuebo Ma4Institute of Optics and Electronics of Chinese Academy of Sciences, Chengdu 610209, ChinaInstitute of Optics and Electronics of Chinese Academy of Sciences, Chengdu 610209, ChinaInstitute of Optics and Electronics of Chinese Academy of Sciences, Chengdu 610209, ChinaInstitute of Optics and Electronics of Chinese Academy of Sciences, Chengdu 610209, ChinaInstitute of Optics and Electronics of Chinese Academy of Sciences, Chengdu 610209, ChinaIn this paper, a simple and easy high-precision calibration method is proposed for the LRF-camera combined measurement system which is widely used at present. This method can be applied not only to mainstream 2D and 3D LRF-cameras, but also to calibrate newly developed 1D LRF-camera combined systems. It only needs a calibration board to record at least three sets of data. First, the camera parameters and distortion coefficients are decoupled by the distortion center. Then, the spatial coordinates of laser spots are solved using line and plane constraints, and the estimation of LRF-camera extrinsic parameters is realized. In addition, we establish a cost function for optimizing the system. Finally, the calibration accuracy and characteristics of the method are analyzed through simulation experiments, and the validity of the method is verified through the calibration of a real system.http://www.mdpi.com/1424-8220/19/6/1315LRFcamera calibrationextrinsic calibrationsensors combination |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Zhuang Zhang Rujin Zhao Enhai Liu Kun Yan Yuebo Ma |
spellingShingle |
Zhuang Zhang Rujin Zhao Enhai Liu Kun Yan Yuebo Ma A Convenient Calibration Method for LRF-Camera Combination Systems Based on a Checkerboard Sensors LRF camera calibration extrinsic calibration sensors combination |
author_facet |
Zhuang Zhang Rujin Zhao Enhai Liu Kun Yan Yuebo Ma |
author_sort |
Zhuang Zhang |
title |
A Convenient Calibration Method for LRF-Camera Combination Systems Based on a Checkerboard |
title_short |
A Convenient Calibration Method for LRF-Camera Combination Systems Based on a Checkerboard |
title_full |
A Convenient Calibration Method for LRF-Camera Combination Systems Based on a Checkerboard |
title_fullStr |
A Convenient Calibration Method for LRF-Camera Combination Systems Based on a Checkerboard |
title_full_unstemmed |
A Convenient Calibration Method for LRF-Camera Combination Systems Based on a Checkerboard |
title_sort |
convenient calibration method for lrf-camera combination systems based on a checkerboard |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2019-03-01 |
description |
In this paper, a simple and easy high-precision calibration method is proposed for the LRF-camera combined measurement system which is widely used at present. This method can be applied not only to mainstream 2D and 3D LRF-cameras, but also to calibrate newly developed 1D LRF-camera combined systems. It only needs a calibration board to record at least three sets of data. First, the camera parameters and distortion coefficients are decoupled by the distortion center. Then, the spatial coordinates of laser spots are solved using line and plane constraints, and the estimation of LRF-camera extrinsic parameters is realized. In addition, we establish a cost function for optimizing the system. Finally, the calibration accuracy and characteristics of the method are analyzed through simulation experiments, and the validity of the method is verified through the calibration of a real system. |
topic |
LRF camera calibration extrinsic calibration sensors combination |
url |
http://www.mdpi.com/1424-8220/19/6/1315 |
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