MM-NeRF: Large-Scale Scene Representation with Multi-Resolution Hash Grid and Multi-View Priors Features

MM-NeRF: Large-Scale Scene Representation with Multi-Resolution Hash Grid and Multi-View Priors Features

Reconstructing large-scale scenes using Neural Radiance Fields (NeRFs) is a research hotspot in 3D computer vision. Existing MLP (multi-layer perception)-based methods often suffer from issues of underfitting and a lack of fine details in rendering large-scale scenes. Popular solutions are to divide...

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Bibliographic Details
Main Authors: Bo Dong, Kaiqiang Chen, Zhirui Wang, Menglong Yan, Jiaojiao Gu, Xian Sun
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Electronics
Subjects:
NeRF
scene representation
view synthesis
hash grid feature
multi-view prior
Online Access:https://www.mdpi.com/2079-9292/13/5/844

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