Two-Shot Spatially-Varying BRDF and Shape Estimation

Flash No-Flash Mask Novel Re-render Diffuse Specular Roughness Normal Depth * Work done during an internship at NVIDIA. Dataset and Code available at: markboss.me/publication/ cvpr20-two-shot-brdf ing dataset with domain-randomized geometry and realistic materials. Extensive experiments on both synthetic and real-world datasets show that our networks trained on a synthetic dataset can generalize well to real-world images. Comparisons with recent approaches demonstrate the superior performance of the proposed approach.