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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Main Authors: Zhuang Zhang, Rujin Zhao, Enhai Liu, Kun Yan, Yuebo Ma
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Sensors
Subjects:
LRF
Online Access:http://www.mdpi.com/1424-8220/19/6/1315
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spelling 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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