Diffeomorphic Neural Surface Parameterization for 3D and Reflectance Recovery
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Technical Paper
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Research & Education
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DescriptionWe present a neural approach for inverse rendering. Key to our method is a velocity field surface parameterization technique that is provably diffeomorphic and orientation preserving. Such surface representation is coded in a recurrent residual network structure and allows a surface reflectance map to be simultaneously recovered to support novel rendering.