Neuralangelo: High-Fidelity Neural Surface Reconstruction

Zhaoshuo Li; Thomas Müller; Alex Evans; Russell H. Taylor; Mathias Unberath; Ming-Yu Liu; Chen-Hsuan Lin

doi:10.1109/cvpr52729.2023.00817

CVPR2023Top-tier venue

Neuralangelo: High-Fidelity Neural Surface Reconstruction

Zhaoshuo Li, Thomas Müller, Alex Evans, Russell H. Taylor, Mathias Unberath, Ming-Yu Liu, Chen-Hsuan Lin

DOI Publisher

2023Year

182Top-tier citations

Abstract

Neuralangelo 3D surface reconstruction surface normal Figure 1 . We present Neuralangelo, a framework for high-fidelity 3D surface reconstruction from RGB images using neural volume rendering, even without auxiliary data such as segmentation or depth. Shown in the figure is an extracted 3D mesh of a courthouse.