A Critical Analysis of NeRF-Based 3D Reconstruction

A Critical Analysis of NeRF-Based 3D Reconstruction

This paper presents a critical analysis of image-based 3D reconstruction using neural radiance fields (NeRFs), with a focus on quantitative comparisons with respect to traditional photogrammetry. The aim is, therefore, to objectively evaluate the strengths and weaknesses of NeRFs and provide insight...

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Bibliographic Details
Main Authors: Fabio Remondino, Ali Karami, Ziyang Yan, Gabriele Mazzacca, Simone Rigon, Rongjun Qin
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Remote Sensing
Subjects:
photogrammetry
neural radiance fields
NeRF
3D reconstruction
quality
accuracy
Online Access:https://www.mdpi.com/2072-4292/15/14/3585

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