Neural network simulation of original colors in Friedrich’s Abbey Among Oak Trees featuring discoloured smalt

Artwork appearances change over time due to aging. Smalt, a blue cobalt-tinted glass pigment, deteriorates over time in oil paintings causing significant and irreversible color changes in many artworks. Virtual simulations can hypothesis original appearances while it remains a challenge for smalt-co...

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Bibliographic Details
Published in:	Heritage science Vol. 13; no. 1; p. 388
Main Authors:	de Mecquenem, Clément, Eveno, Myriam, Alfeld, Matthias, Calligaro, Thomas, Laval, Eric, Mösl, Kristina, Reiche, Ina
Format:	Journal Article
Language:	English
Published:	London Springer Nature B.V 06.08.2025
Subjects:	Aging Art works Artificial intelligence Cobalt Color Discoloration Electron microscopes Friedrich, Caspar David (1774-1840) Machine learning Neural networks Oil painting Paints Pigments Scanning electron microscopy Speciation Spectrum analysis Tinted glass X ray absorption X-ray fluorescence
ISSN:	2050-7445
Online Access:	Get full text
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