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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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Detalles Bibliográficos
Autores principales: Zhang, Zhuang, Zhao, Rujin, Liu, Enhai, Yan, Kun, Ma, Yuebo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6470948/
https://www.ncbi.nlm.nih.gov/pubmed/30884756
http://dx.doi.org/10.3390/s19061315
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author Zhang, Zhuang
Zhao, Rujin
Liu, Enhai
Yan, Kun
Ma, Yuebo
author_facet Zhang, Zhuang
Zhao, Rujin
Liu, Enhai
Yan, Kun
Ma, Yuebo
author_sort Zhang, Zhuang
collection PubMed
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.
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spelling pubmed-64709482019-04-26 A Convenient Calibration Method for LRF-Camera Combination Systems Based on a Checkerboard Zhang, Zhuang Zhao, Rujin Liu, Enhai Yan, Kun Ma, Yuebo Sensors (Basel) Article 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. MDPI 2019-03-15 /pmc/articles/PMC6470948/ /pubmed/30884756 http://dx.doi.org/10.3390/s19061315 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhang, Zhuang
Zhao, Rujin
Liu, Enhai
Yan, Kun
Ma, Yuebo
A Convenient Calibration Method for LRF-Camera Combination Systems Based on a Checkerboard
title 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_short 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
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6470948/
https://www.ncbi.nlm.nih.gov/pubmed/30884756
http://dx.doi.org/10.3390/s19061315
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