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ACM Transactions on Graphics· 2018Q1

Single-image SVBRDF capture with a rendering-aware deep network

Valentin Deschaintre, Miika Aittala, Frédo Durand, George Drettakis et al.

Short summary

A deep neural network can recover per-pixel normal, diffuse albedo, specular albedo, and specular roughness from a single image of a flat surface lit by a hand-held flash.

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Field: Computer Graphics and Computer-Aided Design

Computer Graphics and Computer-Aided DesignComputer Science