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Inclinometer Assembly Error Calibration and Horizontal Image Correction in Photoelectric Measurement Systems

Inclinometer assembly error is one of the key factors affecting the measurement accuracy of photoelectric measurement systems. In order to solve the problem of the lack of complete attitude information in the measurement system, this paper proposes a new inclinometer assembly error calibration and h...

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Autores principales: Kong, Xiaofang, Chen, Qian, Wang, Jiajie, Gu, Guohua, Wang, Pengcheng, Qian, Weixian, Ren, Kan, Miao, Xiaotao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5795849/
https://www.ncbi.nlm.nih.gov/pubmed/29337894
http://dx.doi.org/10.3390/s18010248
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author Kong, Xiaofang
Chen, Qian
Wang, Jiajie
Gu, Guohua
Wang, Pengcheng
Qian, Weixian
Ren, Kan
Miao, Xiaotao
author_facet Kong, Xiaofang
Chen, Qian
Wang, Jiajie
Gu, Guohua
Wang, Pengcheng
Qian, Weixian
Ren, Kan
Miao, Xiaotao
author_sort Kong, Xiaofang
collection PubMed
description Inclinometer assembly error is one of the key factors affecting the measurement accuracy of photoelectric measurement systems. In order to solve the problem of the lack of complete attitude information in the measurement system, this paper proposes a new inclinometer assembly error calibration and horizontal image correction method utilizing plumb lines in the scenario. Based on the principle that the plumb line in the scenario should be a vertical line on the image plane when the camera is placed horizontally in the photoelectric system, the direction cosine matrix between the geodetic coordinate system and the inclinometer coordinate system is calculated firstly by three-dimensional coordinate transformation. Then, the homography matrix required for horizontal image correction is obtained, along with the constraint equation satisfying the inclinometer-camera system requirements. Finally, the assembly error of the inclinometer is calibrated by the optimization function. Experimental results show that the inclinometer assembly error can be calibrated only by using the inclination angle information in conjunction with plumb lines in the scenario. Perturbation simulation and practical experiments using MATLAB indicate the feasibility of the proposed method. The inclined image can be horizontally corrected by the homography matrix obtained during the calculation of the inclinometer assembly error, as well.
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spelling pubmed-57958492018-02-13 Inclinometer Assembly Error Calibration and Horizontal Image Correction in Photoelectric Measurement Systems Kong, Xiaofang Chen, Qian Wang, Jiajie Gu, Guohua Wang, Pengcheng Qian, Weixian Ren, Kan Miao, Xiaotao Sensors (Basel) Article Inclinometer assembly error is one of the key factors affecting the measurement accuracy of photoelectric measurement systems. In order to solve the problem of the lack of complete attitude information in the measurement system, this paper proposes a new inclinometer assembly error calibration and horizontal image correction method utilizing plumb lines in the scenario. Based on the principle that the plumb line in the scenario should be a vertical line on the image plane when the camera is placed horizontally in the photoelectric system, the direction cosine matrix between the geodetic coordinate system and the inclinometer coordinate system is calculated firstly by three-dimensional coordinate transformation. Then, the homography matrix required for horizontal image correction is obtained, along with the constraint equation satisfying the inclinometer-camera system requirements. Finally, the assembly error of the inclinometer is calibrated by the optimization function. Experimental results show that the inclinometer assembly error can be calibrated only by using the inclination angle information in conjunction with plumb lines in the scenario. Perturbation simulation and practical experiments using MATLAB indicate the feasibility of the proposed method. The inclined image can be horizontally corrected by the homography matrix obtained during the calculation of the inclinometer assembly error, as well. MDPI 2018-01-16 /pmc/articles/PMC5795849/ /pubmed/29337894 http://dx.doi.org/10.3390/s18010248 Text en © 2018 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
Kong, Xiaofang
Chen, Qian
Wang, Jiajie
Gu, Guohua
Wang, Pengcheng
Qian, Weixian
Ren, Kan
Miao, Xiaotao
Inclinometer Assembly Error Calibration and Horizontal Image Correction in Photoelectric Measurement Systems
title Inclinometer Assembly Error Calibration and Horizontal Image Correction in Photoelectric Measurement Systems
title_full Inclinometer Assembly Error Calibration and Horizontal Image Correction in Photoelectric Measurement Systems
title_fullStr Inclinometer Assembly Error Calibration and Horizontal Image Correction in Photoelectric Measurement Systems
title_full_unstemmed Inclinometer Assembly Error Calibration and Horizontal Image Correction in Photoelectric Measurement Systems
title_short Inclinometer Assembly Error Calibration and Horizontal Image Correction in Photoelectric Measurement Systems
title_sort inclinometer assembly error calibration and horizontal image correction in photoelectric measurement systems
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5795849/
https://www.ncbi.nlm.nih.gov/pubmed/29337894
http://dx.doi.org/10.3390/s18010248
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