Cargando…
Developing a Quality Evaluation System for Color Reproduction of Color 3D Printing Based on MATLAB Multi-Metrics
Color 3D printing has been widely used in many fields such as cultural, medical, industrial, and food. The color reproduction accuracy of 3D printed products in these fields is becoming increasingly demanding, which requires more reproduction methods and practical tools. At present, most color 3D pr...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10058301/ https://www.ncbi.nlm.nih.gov/pubmed/36984304 http://dx.doi.org/10.3390/ma16062424 |
_version_ | 1785016593618567168 |
---|---|
author | Wang, Liru Yuan, Jiangping Wu, Qinghua Chen, Guangxue |
author_facet | Wang, Liru Yuan, Jiangping Wu, Qinghua Chen, Guangxue |
author_sort | Wang, Liru |
collection | PubMed |
description | Color 3D printing has been widely used in many fields such as cultural, medical, industrial, and food. The color reproduction accuracy of 3D printed products in these fields is becoming increasingly demanding, which requires more reproduction methods and practical tools. At present, most color 3D printing devices use one quantitative index, that is, color difference, to directly predict the color reproduction quality. However, this single quantitative index is not optimal for the curved surface of 3D printed color objects. Based on color evaluation principles, in this study, five new quantitative metrics consisting of color gamut comparison index, color SSIM index, color FSIM index, iCID index, and subjective scaling values are proposed for comparison, and the corresponding GUI design and code implementation of new color quality evaluation system are performed by MATLAB. Moreover, the comprehensive color assessment of color 3D printed products is confirmed by utilizing standard image acquisition and microscopic imaging methods that are not limited to printing materials and sampling locations. The operation of this system is validated to provide interactivity, simplicity and high efficiency. As a result, the system can provide new valuable feedback for color separation and output calibration of color 3D printing devices. |
format | Online Article Text |
id | pubmed-10058301 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-100583012023-03-30 Developing a Quality Evaluation System for Color Reproduction of Color 3D Printing Based on MATLAB Multi-Metrics Wang, Liru Yuan, Jiangping Wu, Qinghua Chen, Guangxue Materials (Basel) Article Color 3D printing has been widely used in many fields such as cultural, medical, industrial, and food. The color reproduction accuracy of 3D printed products in these fields is becoming increasingly demanding, which requires more reproduction methods and practical tools. At present, most color 3D printing devices use one quantitative index, that is, color difference, to directly predict the color reproduction quality. However, this single quantitative index is not optimal for the curved surface of 3D printed color objects. Based on color evaluation principles, in this study, five new quantitative metrics consisting of color gamut comparison index, color SSIM index, color FSIM index, iCID index, and subjective scaling values are proposed for comparison, and the corresponding GUI design and code implementation of new color quality evaluation system are performed by MATLAB. Moreover, the comprehensive color assessment of color 3D printed products is confirmed by utilizing standard image acquisition and microscopic imaging methods that are not limited to printing materials and sampling locations. The operation of this system is validated to provide interactivity, simplicity and high efficiency. As a result, the system can provide new valuable feedback for color separation and output calibration of color 3D printing devices. MDPI 2023-03-18 /pmc/articles/PMC10058301/ /pubmed/36984304 http://dx.doi.org/10.3390/ma16062424 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 Wang, Liru Yuan, Jiangping Wu, Qinghua Chen, Guangxue Developing a Quality Evaluation System for Color Reproduction of Color 3D Printing Based on MATLAB Multi-Metrics |
title | Developing a Quality Evaluation System for Color Reproduction of Color 3D Printing Based on MATLAB Multi-Metrics |
title_full | Developing a Quality Evaluation System for Color Reproduction of Color 3D Printing Based on MATLAB Multi-Metrics |
title_fullStr | Developing a Quality Evaluation System for Color Reproduction of Color 3D Printing Based on MATLAB Multi-Metrics |
title_full_unstemmed | Developing a Quality Evaluation System for Color Reproduction of Color 3D Printing Based on MATLAB Multi-Metrics |
title_short | Developing a Quality Evaluation System for Color Reproduction of Color 3D Printing Based on MATLAB Multi-Metrics |
title_sort | developing a quality evaluation system for color reproduction of color 3d printing based on matlab multi-metrics |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10058301/ https://www.ncbi.nlm.nih.gov/pubmed/36984304 http://dx.doi.org/10.3390/ma16062424 |
work_keys_str_mv | AT wangliru developingaqualityevaluationsystemforcolorreproductionofcolor3dprintingbasedonmatlabmultimetrics AT yuanjiangping developingaqualityevaluationsystemforcolorreproductionofcolor3dprintingbasedonmatlabmultimetrics AT wuqinghua developingaqualityevaluationsystemforcolorreproductionofcolor3dprintingbasedonmatlabmultimetrics AT chenguangxue developingaqualityevaluationsystemforcolorreproductionofcolor3dprintingbasedonmatlabmultimetrics |