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Deep SVBRDF Estimation From Single Image Under Learned Planar Lighting

DescriptionWe proposed a deep learning method to improve the capture efficiency of a single image by learning the lighting pattern of the planar light source and reconstruct high-quality SVBRDF maps by learning the global correlation prior. Additionally, we propose a simple acquisition procedure to capture real-world materials using our method.

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