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Low-Cost Multispectral System Design for Pigment Analysis in Works of Art
To better understand and preserve works of art, knowledge is needed about the pigments used to create the artwork. Various noninvasive techniques have been used previously to create pigment maps, such as combining X-ray fluorescence and hyperspectral imaging data. Unfortunately, most museums have li...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8347707/ https://www.ncbi.nlm.nih.gov/pubmed/34372374 http://dx.doi.org/10.3390/s21155138 |
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author | Kleynhans, Tania Messinger, David W. Easton, Roger L. Delaney, John K. |
author_facet | Kleynhans, Tania Messinger, David W. Easton, Roger L. Delaney, John K. |
author_sort | Kleynhans, Tania |
collection | PubMed |
description | To better understand and preserve works of art, knowledge is needed about the pigments used to create the artwork. Various noninvasive techniques have been used previously to create pigment maps, such as combining X-ray fluorescence and hyperspectral imaging data. Unfortunately, most museums have limited funding for the expense of specialized research equipment, such as hyperspectral reflectance imaging systems. However, many museums have hand-held point X-ray fluorescence systems attached to motorized easels for scanning artwork. To assist museums in acquiring data that can produce similar results to that of HSI systems, while minimizing equipment costs, this study designed and modeled a prototype system to demonstrate the expected performance of a low-cost multispectral system that can be attached to existing motorized easels. We show that multispectral systems with a well-chosen set of spectral bands can often produce classification maps with value on par with hyperspectral systems. This study analyzed the potential for capturing data with a point scanning system through predefined filters. By applying the system and noise modeling parameters to HSI data captured from a 14th-Century illumination, the study reveals that the proposed multispectral imaging system is a viable option for this need. |
format | Online Article Text |
id | pubmed-8347707 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-83477072021-08-08 Low-Cost Multispectral System Design for Pigment Analysis in Works of Art Kleynhans, Tania Messinger, David W. Easton, Roger L. Delaney, John K. Sensors (Basel) Article To better understand and preserve works of art, knowledge is needed about the pigments used to create the artwork. Various noninvasive techniques have been used previously to create pigment maps, such as combining X-ray fluorescence and hyperspectral imaging data. Unfortunately, most museums have limited funding for the expense of specialized research equipment, such as hyperspectral reflectance imaging systems. However, many museums have hand-held point X-ray fluorescence systems attached to motorized easels for scanning artwork. To assist museums in acquiring data that can produce similar results to that of HSI systems, while minimizing equipment costs, this study designed and modeled a prototype system to demonstrate the expected performance of a low-cost multispectral system that can be attached to existing motorized easels. We show that multispectral systems with a well-chosen set of spectral bands can often produce classification maps with value on par with hyperspectral systems. This study analyzed the potential for capturing data with a point scanning system through predefined filters. By applying the system and noise modeling parameters to HSI data captured from a 14th-Century illumination, the study reveals that the proposed multispectral imaging system is a viable option for this need. MDPI 2021-07-29 /pmc/articles/PMC8347707/ /pubmed/34372374 http://dx.doi.org/10.3390/s21155138 Text en © 2021 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 Kleynhans, Tania Messinger, David W. Easton, Roger L. Delaney, John K. Low-Cost Multispectral System Design for Pigment Analysis in Works of Art |
title | Low-Cost Multispectral System Design for Pigment Analysis in Works of Art |
title_full | Low-Cost Multispectral System Design for Pigment Analysis in Works of Art |
title_fullStr | Low-Cost Multispectral System Design for Pigment Analysis in Works of Art |
title_full_unstemmed | Low-Cost Multispectral System Design for Pigment Analysis in Works of Art |
title_short | Low-Cost Multispectral System Design for Pigment Analysis in Works of Art |
title_sort | low-cost multispectral system design for pigment analysis in works of art |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8347707/ https://www.ncbi.nlm.nih.gov/pubmed/34372374 http://dx.doi.org/10.3390/s21155138 |
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