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Evaluating Neural Radiance Fields for Image-Based 3D Reconstruction: A Comparative Study with SfM-MVS

Recent advances in image-based 3D reconstruction have seen a shift from traditional photogrammetric techniques to learning-based methods, with Neural Radiance Fields (NeRFs) emerging as a powerful alternative. This study evaluates NeRF (via Nerfstudio) for accurate 3D reconstruction, comparing its p...

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Main Authors: Alessia Giaquinto, Giampaolo Ferraioli, Silvio Del Pizzo
Format: Artigo
Language:Inglês
Published: MDPI AG 2026-01-01
Series:Geomatics
Subjects:
NeRFs
computer vision
photogrammetry
artificial intelligence
3D modelling
Online Access:https://www.mdpi.com/2673-7418/6/1/4
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