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Aug, 2020
神经反射场的外观获取
Neural Reflectance Fields for Appearance Acquisition
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Sai Bi, Zexiang Xu, Pratul Srinivasan, Ben Mildenhall, Kalyan Sunkavalli...
TL;DR
本研究提出了一种新的深度场景表示方法——神经反射场,该方法使用全连接的神经网络编码场景中任意3D点的体密度、法线和反射属性,并将其与可微分的物理模型相结合,从而能在任意视点和光照条件下渲染图像,实现高质量的视角合成和照明重建。
Abstract
We present
neural reflectance fields
, a novel
deep scene representation
that encodes volume density, normal and reflectance properties at any 3D point in a scene using a fully-connected neural network. We combine
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