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Hyperspectral Imaging as Powerful Technique for Investigating the Stability of Painting Samples

The aim of this work is to present the utilization of Hyperspectral Imaging for studying the stability of painting samples to simulated solar radiation, in order to evaluate their use in the restoration field. In particular, ready-to-use commercial watercolours and powder pigments were tested, with...

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Autores principales: Bonifazi, Giuseppe, Capobianco, Giuseppe, Pelosi, Claudia, Serranti, Silvia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8320855/
https://www.ncbi.nlm.nih.gov/pubmed/34465709
http://dx.doi.org/10.3390/jimaging5010008
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author Bonifazi, Giuseppe
Capobianco, Giuseppe
Pelosi, Claudia
Serranti, Silvia
author_facet Bonifazi, Giuseppe
Capobianco, Giuseppe
Pelosi, Claudia
Serranti, Silvia
author_sort Bonifazi, Giuseppe
collection PubMed
description The aim of this work is to present the utilization of Hyperspectral Imaging for studying the stability of painting samples to simulated solar radiation, in order to evaluate their use in the restoration field. In particular, ready-to-use commercial watercolours and powder pigments were tested, with these last ones being prepared for the experimental by gum Arabic in order to propose a possible substitute for traditional reintegration materials. Samples were investigated through Hyperspectral Imaging in the short wave infrared range before and after artificial ageing procedure performed in Solar Box chamber under controlled conditions. Data were treated and elaborated in order to evaluate the sensitivity of the Hyperspectral Imaging technique to identify the variations on paint layers, induced by photo-degradation, before they could be detected by eye. Furthermore, a supervised classification method for monitoring the painted surface changes, adopting a multivariate approach was successfully applied.
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spelling pubmed-83208552021-08-26 Hyperspectral Imaging as Powerful Technique for Investigating the Stability of Painting Samples Bonifazi, Giuseppe Capobianco, Giuseppe Pelosi, Claudia Serranti, Silvia J Imaging Article The aim of this work is to present the utilization of Hyperspectral Imaging for studying the stability of painting samples to simulated solar radiation, in order to evaluate their use in the restoration field. In particular, ready-to-use commercial watercolours and powder pigments were tested, with these last ones being prepared for the experimental by gum Arabic in order to propose a possible substitute for traditional reintegration materials. Samples were investigated through Hyperspectral Imaging in the short wave infrared range before and after artificial ageing procedure performed in Solar Box chamber under controlled conditions. Data were treated and elaborated in order to evaluate the sensitivity of the Hyperspectral Imaging technique to identify the variations on paint layers, induced by photo-degradation, before they could be detected by eye. Furthermore, a supervised classification method for monitoring the painted surface changes, adopting a multivariate approach was successfully applied. MDPI 2019-01-03 /pmc/articles/PMC8320855/ /pubmed/34465709 http://dx.doi.org/10.3390/jimaging5010008 Text en © 2019 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 (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ).
spellingShingle Article
Bonifazi, Giuseppe
Capobianco, Giuseppe
Pelosi, Claudia
Serranti, Silvia
Hyperspectral Imaging as Powerful Technique for Investigating the Stability of Painting Samples
title Hyperspectral Imaging as Powerful Technique for Investigating the Stability of Painting Samples
title_full Hyperspectral Imaging as Powerful Technique for Investigating the Stability of Painting Samples
title_fullStr Hyperspectral Imaging as Powerful Technique for Investigating the Stability of Painting Samples
title_full_unstemmed Hyperspectral Imaging as Powerful Technique for Investigating the Stability of Painting Samples
title_short Hyperspectral Imaging as Powerful Technique for Investigating the Stability of Painting Samples
title_sort hyperspectral imaging as powerful technique for investigating the stability of painting samples
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8320855/
https://www.ncbi.nlm.nih.gov/pubmed/34465709
http://dx.doi.org/10.3390/jimaging5010008
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