Guided Fine‐Tuning for Large‐Scale Material Transfer

We present a method to transfer the appearance of one or a few exemplar SVBRDFs to a target image representing similar materials. Our solution is extremely simple: we fine‐tune a deep appearance‐capture network on the provided exemplars, such that it learns to extract similar SVBRDF values from the...

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Veröffentlicht in:	Computer graphics forum 2020-07, Vol.39 (4), p.91-105
Hauptverfasser:	Deschaintre, Valentin, Drettakis, George, Bousseau, Adrien
Format:	Artikel
Sprache:	eng
Schlagworte:	appearance capture CCS Concepts Computer Science Computing methodologies → Reflectance modeling deep learning fine tuning Image enhancement Image Processing material capture material transfer Murals Parameters Pictures SVBRDF Target recognition Workflow
Online-Zugang:	Volltext
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