Cargando…

An Approach for 3D Modeling of the Regular Relief Surface Topography Formed by a Ball Burnishing Process Using 2D Images and Measured Profilograms

Advanced in the present paper is an innovative approach for three-dimensional modeling of the regular relief topography formed via a ball burnishing process. The proposed methodology involves capturing a greyscale image of and profile measuring the surface topography in two perpendicular directions...

Descripción completa

Detalles Bibliográficos
Autores principales: Slavov, Stoyan, Van, Lyubomir Si Bao, Dimitrov, Diyan, Nikolov, Boris
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10346640/
https://www.ncbi.nlm.nih.gov/pubmed/37447650
http://dx.doi.org/10.3390/s23135801
_version_ 1785073360787472384
author Slavov, Stoyan
Van, Lyubomir Si Bao
Dimitrov, Diyan
Nikolov, Boris
author_facet Slavov, Stoyan
Van, Lyubomir Si Bao
Dimitrov, Diyan
Nikolov, Boris
author_sort Slavov, Stoyan
collection PubMed
description Advanced in the present paper is an innovative approach for three-dimensional modeling of the regular relief topography formed via a ball burnishing process. The proposed methodology involves capturing a greyscale image of and profile measuring the surface topography in two perpendicular directions using a stylus method. A specially developed algorithm further identifies the best match between the measured profile segment and a row or column from the captured topography image by carrying out a signal correlation assessment based on an appropriate similarity metric. To ensure accurate scaling, the image pixel grey levels are scaled with a factor calculated as being the larger ratio between the ultimate heights of the measured profilograms and the more perfectly matched image row/column. Nine different similarity metrics were tested to determine the best performing model. The developed approach was evaluated for eight distinct types of fully and partially regular reliefs, and the results reveal that the best-scaled 3D topography models are produced for the fully regular reliefs with much greater heights. Following a thorough analysis of the results obtained, at the end of the paper, we draw some conclusions and discuss potential future work.
format Online
Article
Text
id pubmed-10346640
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-103466402023-07-15 An Approach for 3D Modeling of the Regular Relief Surface Topography Formed by a Ball Burnishing Process Using 2D Images and Measured Profilograms Slavov, Stoyan Van, Lyubomir Si Bao Dimitrov, Diyan Nikolov, Boris Sensors (Basel) Article Advanced in the present paper is an innovative approach for three-dimensional modeling of the regular relief topography formed via a ball burnishing process. The proposed methodology involves capturing a greyscale image of and profile measuring the surface topography in two perpendicular directions using a stylus method. A specially developed algorithm further identifies the best match between the measured profile segment and a row or column from the captured topography image by carrying out a signal correlation assessment based on an appropriate similarity metric. To ensure accurate scaling, the image pixel grey levels are scaled with a factor calculated as being the larger ratio between the ultimate heights of the measured profilograms and the more perfectly matched image row/column. Nine different similarity metrics were tested to determine the best performing model. The developed approach was evaluated for eight distinct types of fully and partially regular reliefs, and the results reveal that the best-scaled 3D topography models are produced for the fully regular reliefs with much greater heights. Following a thorough analysis of the results obtained, at the end of the paper, we draw some conclusions and discuss potential future work. MDPI 2023-06-21 /pmc/articles/PMC10346640/ /pubmed/37447650 http://dx.doi.org/10.3390/s23135801 Text en © 2023 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
Slavov, Stoyan
Van, Lyubomir Si Bao
Dimitrov, Diyan
Nikolov, Boris
An Approach for 3D Modeling of the Regular Relief Surface Topography Formed by a Ball Burnishing Process Using 2D Images and Measured Profilograms
title An Approach for 3D Modeling of the Regular Relief Surface Topography Formed by a Ball Burnishing Process Using 2D Images and Measured Profilograms
title_full An Approach for 3D Modeling of the Regular Relief Surface Topography Formed by a Ball Burnishing Process Using 2D Images and Measured Profilograms
title_fullStr An Approach for 3D Modeling of the Regular Relief Surface Topography Formed by a Ball Burnishing Process Using 2D Images and Measured Profilograms
title_full_unstemmed An Approach for 3D Modeling of the Regular Relief Surface Topography Formed by a Ball Burnishing Process Using 2D Images and Measured Profilograms
title_short An Approach for 3D Modeling of the Regular Relief Surface Topography Formed by a Ball Burnishing Process Using 2D Images and Measured Profilograms
title_sort approach for 3d modeling of the regular relief surface topography formed by a ball burnishing process using 2d images and measured profilograms
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10346640/
https://www.ncbi.nlm.nih.gov/pubmed/37447650
http://dx.doi.org/10.3390/s23135801
work_keys_str_mv AT slavovstoyan anapproachfor3dmodelingoftheregularreliefsurfacetopographyformedbyaballburnishingprocessusing2dimagesandmeasuredprofilograms
AT vanlyubomirsibao anapproachfor3dmodelingoftheregularreliefsurfacetopographyformedbyaballburnishingprocessusing2dimagesandmeasuredprofilograms
AT dimitrovdiyan anapproachfor3dmodelingoftheregularreliefsurfacetopographyformedbyaballburnishingprocessusing2dimagesandmeasuredprofilograms
AT nikolovboris anapproachfor3dmodelingoftheregularreliefsurfacetopographyformedbyaballburnishingprocessusing2dimagesandmeasuredprofilograms
AT slavovstoyan approachfor3dmodelingoftheregularreliefsurfacetopographyformedbyaballburnishingprocessusing2dimagesandmeasuredprofilograms
AT vanlyubomirsibao approachfor3dmodelingoftheregularreliefsurfacetopographyformedbyaballburnishingprocessusing2dimagesandmeasuredprofilograms
AT dimitrovdiyan approachfor3dmodelingoftheregularreliefsurfacetopographyformedbyaballburnishingprocessusing2dimagesandmeasuredprofilograms
AT nikolovboris approachfor3dmodelingoftheregularreliefsurfacetopographyformedbyaballburnishingprocessusing2dimagesandmeasuredprofilograms