Res-NeuS: Deep Residuals and Neural Implicit Surface Learning for Multi-View Reconstruction

Res-NeuS: Deep Residuals and Neural Implicit Surface Learning for Multi-View Reconstruction

Surface reconstruction using neural networks has proven effective in reconstructing dense 3D surfaces through image-based neural rendering. Nevertheless, current methods are challenging when dealing with the intricate details of large-scale scenes. The high-fidelity reconstruction performance of neu...

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Bibliographic Details
Main Authors: Wei Wang, Fengjiao Gao, Yongliang Shen
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Sensors
Subjects:
surface reconstruction
neural radiance field
rendering
ResNet-50
appearance embedding
Online Access:https://www.mdpi.com/1424-8220/24/3/881

Internet

https://www.mdpi.com/1424-8220/24/3/881

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