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Jun, 2021
基于体渲染学习神经隐式曲面的多视角重建
NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction
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Peng Wang, Lingjie Liu, Yuan Liu, Christian Theobalt, Taku Komura...
TL;DR
该研究提出了一种新颖的神经表面重建方法NeuS,将表面表示为带符号距离函数的零水平集,并开发了一种新的体积渲染方法来训练神经SDF表示,自主进行高保真度的物体和场景三维重建。
Abstract
We present a novel
neural surface reconstruction
method, called
neus
, for reconstructing objects and scenes with high fidelity from 2D
image inpu
→