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Automatic recognition of craquelure and paint loss on polychrome paintings of the Palace Museum using improved U-Net

Abstract Craquelure is the most common defect on ancient polychrome paintings, which may deteriorate further to paint loss. Previous image processing methods, which can accurately recognize paint loss, have limited precision and efficiency in segmenting craquelure. This paper proposes a semantic seg...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Quan Yuan, Xiang He, Xiangna Han, Hong Guo
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: SpringerOpen 2023-03-01
Cyfres:Heritage Science
Pynciau:
Mynediad Ar-lein:https://doi.org/10.1186/s40494-023-00895-7
Tagiau: Ychwanegu Tag
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