Material Appearance Modeling

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Browsing Material Appearance Modeling by Author "Klein, Reinhard"

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    Frontmatter: Eurographics 2018 Workshop on Material Appearance Modeling
    (The Eurographics Association, 2018) Klein, Reinhard; Rushmeier, Holly; Reinhard Klein and Holly Rushmeier
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    MAM 2019: Frontmatter
    (Eurographics Association, 2019) Klein, Reinhard; Rushmeier, Holly; Klein, Reinhard and Rushmeier, Holly
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    Neural Appearance Synthesis and Transfer
    (The Eurographics Association, 2019) Mazlov, Ilya; Merzbach, Sebastian; Trunz, Elena; Klein, Reinhard; Klein, Reinhard and Rushmeier, Holly
    Appearance acquisition is a challenging problem. Existing approaches require expensive hardware and acquisition times are long. Alternative ''in-the-wild'' few-shot approaches provide a limited reconstruction quality. Furthermore, there is a fundamental tradeoff between spatial resolution and the physical sample dimensions that can be captured in one measurement. In this paper, we investigate how neural texture synthesis and neural style transfer approaches can be applied to generate new materials with high spatial resolution from high quality SVBRDF measurements. We perform our experiments on a new database of measured SVBRDFs.