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3D Measurement Method for Saturated Highlight Characteristics on Surface of Fuel Nozzle

Saturated highlights on metal surfaces reduce the detection accuracy of fuel nozzles. In this paper, we propose an image inpainting method with a saturated highlight based on the statistics of similar patches used in prior segmentation of the subregion. The sequence image acquisition is based on the...

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Detalles Bibliográficos
Autores principales: Li, Yeni, Hou, Liang, Chen, Yun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9371083/
https://www.ncbi.nlm.nih.gov/pubmed/35957216
http://dx.doi.org/10.3390/s22155661
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author Li, Yeni
Hou, Liang
Chen, Yun
author_facet Li, Yeni
Hou, Liang
Chen, Yun
author_sort Li, Yeni
collection PubMed
description Saturated highlights on metal surfaces reduce the detection accuracy of fuel nozzles. In this paper, we propose an image inpainting method with a saturated highlight based on the statistics of similar patches used in prior segmentation of the subregion. The sequence image acquisition is based on the shape from focus in the five-axis platform. By our method, the focus measure (FM) operator and the window size are evaluated using the sharpness evaluation curve and calculating time. We observe that the detection accuracy is improved when the highlight area is filled by the highlight-free area within the same segmentation region. There are fewer deviation points in the three-dimensional (3D) point cloud that are extracted from the sequence images. The inlet circle and the outlet circle of the fuel nozzle are both detected by the two-dimensional (2D) Hough Transform (HT) method. Our experiments show that the method yields better results in 3D detection of the key parameters of fuel nozzles with the saturated highlight characteristics.
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spelling pubmed-93710832022-08-12 3D Measurement Method for Saturated Highlight Characteristics on Surface of Fuel Nozzle Li, Yeni Hou, Liang Chen, Yun Sensors (Basel) Article Saturated highlights on metal surfaces reduce the detection accuracy of fuel nozzles. In this paper, we propose an image inpainting method with a saturated highlight based on the statistics of similar patches used in prior segmentation of the subregion. The sequence image acquisition is based on the shape from focus in the five-axis platform. By our method, the focus measure (FM) operator and the window size are evaluated using the sharpness evaluation curve and calculating time. We observe that the detection accuracy is improved when the highlight area is filled by the highlight-free area within the same segmentation region. There are fewer deviation points in the three-dimensional (3D) point cloud that are extracted from the sequence images. The inlet circle and the outlet circle of the fuel nozzle are both detected by the two-dimensional (2D) Hough Transform (HT) method. Our experiments show that the method yields better results in 3D detection of the key parameters of fuel nozzles with the saturated highlight characteristics. MDPI 2022-07-28 /pmc/articles/PMC9371083/ /pubmed/35957216 http://dx.doi.org/10.3390/s22155661 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Li, Yeni
Hou, Liang
Chen, Yun
3D Measurement Method for Saturated Highlight Characteristics on Surface of Fuel Nozzle
title 3D Measurement Method for Saturated Highlight Characteristics on Surface of Fuel Nozzle
title_full 3D Measurement Method for Saturated Highlight Characteristics on Surface of Fuel Nozzle
title_fullStr 3D Measurement Method for Saturated Highlight Characteristics on Surface of Fuel Nozzle
title_full_unstemmed 3D Measurement Method for Saturated Highlight Characteristics on Surface of Fuel Nozzle
title_short 3D Measurement Method for Saturated Highlight Characteristics on Surface of Fuel Nozzle
title_sort 3d measurement method for saturated highlight characteristics on surface of fuel nozzle
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9371083/
https://www.ncbi.nlm.nih.gov/pubmed/35957216
http://dx.doi.org/10.3390/s22155661
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