GEOMETRIC ACCURACY ANALYSIS BETWEEN NEURAL RADIANCE FIELDS (NERFS) AND TERRESTRIAL LASER SCANNING (TLS)

Neural Radiance Fields (NeRFs) use a set of camera poses with associated images to represent a scene through a position-dependent density and radiance at given spatial location. Generating a geometric representation in form of a point cloud is gained by ray tracing and sampling 3D points with densit...

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Bibliographic Details
Main Authors: I. Petrovska, M. Jäger, D. Haitz, B. Jutzi
Format: Article
Language:English
Published: Copernicus Publications 2023-10-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://isprs-archives.copernicus.org/articles/XLVIII-1-W3-2023/153/2023/isprs-archives-XLVIII-1-W3-2023-153-2023.pdf