Cargando…
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...
Autores principales: | , , |
---|---|
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 |
_version_ | 1783359513323110400 |
---|---|
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. |
format | Online Article Text |
id | pubmed-6164073 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT abolhasannejadvahid developinganopticalimagebasedmethodforbridgedeformationmeasurementconsideringcameramotion AT huangxiaoming developinganopticalimagebasedmethodforbridgedeformationmeasurementconsideringcameramotion AT namazinader developinganopticalimagebasedmethodforbridgedeformationmeasurementconsideringcameramotion |