Advances in Automated Pigment Mapping for 15th-Century Manuscript Illuminations Using 1-D Convolutional Neural Networks and Hyperspectral Reflectance Image Cubes

Reflectance imaging spectroscopy (RIS) is invaluable in mapping and identifying artists’ materials in paintings. The analysis of the RIS image cube first involves classifying the cube into spatial regions, each having a unique reflectance spectrum (endmember). Second, endmember spectra are analyzed...

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Bibliografische Detailangaben

Hauptverfasser:	Roxanne Radpour, Tania Kleynhans, Michelle Facini, Federica Pozzi, Matthew Westerby, John K. Delaney
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	MDPI AG 2024-08-01
Schriftenreihe:	Applied Sciences
Schlagworte:	reflectance imaging spectroscopy neural networks pigment mapping illuminated manuscripts
Online-Zugang:	https://www.mdpi.com/2076-3417/14/16/6857
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