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Developing an Optical Image-Based Method for Bridge Deformation Measurement Considering Camera Motion

Since deformation estimation may lead to errors occurring when the camera vibrates, it is necessary to remove the image global motion before computing real bridge deformation. In this study, a combination of image motion correction algorithm and 2D image-based deformation measurement technique was u...

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Detalles Bibliográficos
Autores principales: Abolhasannejad, Vahid, Huang, Xiaoming, Namazi, Nader
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6164073/
https://www.ncbi.nlm.nih.gov/pubmed/30134634
http://dx.doi.org/10.3390/s18092754
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author Abolhasannejad, Vahid
Huang, Xiaoming
Namazi, Nader
author_facet Abolhasannejad, Vahid
Huang, Xiaoming
Namazi, Nader
author_sort Abolhasannejad, Vahid
collection PubMed
description Since deformation estimation may lead to errors occurring when the camera vibrates, it is necessary to remove the image global motion before computing real bridge deformation. In this study, a combination of image motion correction algorithm and 2D image-based deformation measurement technique was utilized to address the issue of camera motion during the image data acquisition for bridge deformation measurement. Based on the proposed methodology, the image motion parameters were estimated by defining an effective sub-image in the image and using Iterative Affine Motion Estimator. Then the estimated parameters were applied to all pixels of each captured image to remove the motion effect. Finally, the corrected images were used to analyze by a 2D image-based deformation measurement technique in order to extract and measure real bridge deformation by tracking artificial or natural targets. The proposed methodology was validated by two experiments in the lab and field environments. Achieved results show the accuracy and reliability of the proposed methodology.
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spelling pubmed-61640732018-10-10 Developing an Optical Image-Based Method for Bridge Deformation Measurement Considering Camera Motion Abolhasannejad, Vahid Huang, Xiaoming Namazi, Nader Sensors (Basel) Article Since deformation estimation may lead to errors occurring when the camera vibrates, it is necessary to remove the image global motion before computing real bridge deformation. In this study, a combination of image motion correction algorithm and 2D image-based deformation measurement technique was utilized to address the issue of camera motion during the image data acquisition for bridge deformation measurement. Based on the proposed methodology, the image motion parameters were estimated by defining an effective sub-image in the image and using Iterative Affine Motion Estimator. Then the estimated parameters were applied to all pixels of each captured image to remove the motion effect. Finally, the corrected images were used to analyze by a 2D image-based deformation measurement technique in order to extract and measure real bridge deformation by tracking artificial or natural targets. The proposed methodology was validated by two experiments in the lab and field environments. Achieved results show the accuracy and reliability of the proposed methodology. MDPI 2018-08-21 /pmc/articles/PMC6164073/ /pubmed/30134634 http://dx.doi.org/10.3390/s18092754 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
Abolhasannejad, Vahid
Huang, Xiaoming
Namazi, Nader
Developing an Optical Image-Based Method for Bridge Deformation Measurement Considering Camera Motion
title Developing an Optical Image-Based Method for Bridge Deformation Measurement Considering Camera Motion
title_full Developing an Optical Image-Based Method for Bridge Deformation Measurement Considering Camera Motion
title_fullStr Developing an Optical Image-Based Method for Bridge Deformation Measurement Considering Camera Motion
title_full_unstemmed Developing an Optical Image-Based Method for Bridge Deformation Measurement Considering Camera Motion
title_short Developing an Optical Image-Based Method for Bridge Deformation Measurement Considering Camera Motion
title_sort developing an optical image-based method for bridge deformation measurement considering camera motion
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6164073/
https://www.ncbi.nlm.nih.gov/pubmed/30134634
http://dx.doi.org/10.3390/s18092754
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