Discerning the painter's hand: machine learning on surface topography

Attribution of paintings is a critical problem in art history. This study extends machine learning analysis to surface topography of painted works. A controlled study of positive attribution was designed with paintings produced by a class of art students. The paintings were scanned using a confocal...

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Veröffentlicht in:	arXiv.org 2021-06
Hauptverfasser:	F Ji, McMaster, M S, Schwab, S, Singh, G, Smith, L N, Adhikari, S, O'Dwyer, M, Sayed, F, Ingrisano, A, Yoder, D, Bolman, E S, Martin, I T, Hinczewski, M, Singer, K D
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Artists Color imagery Machine learning Profilometers Topography
Online-Zugang:	Volltext
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