Assessment of 3D Model for Photogrammetric Purposes Using AI Tools Based on NeRF Algorithm

Assessment of 3D Model for Photogrammetric Purposes Using AI Tools Based on NeRF Algorithm

The aim of the paper is to analyse the performance of the Neural Radiance Field (NeRF) algorithm, implemented in Instant-NGP software, for photogrammetric purposes. To achieve this aim, several datasets with different characteristics were analysed, taking into account object size, image acquisition...

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Bibliographic Details
Main Authors: Massimiliano Pepe, Vincenzo Saverio Alfio, Domenica Costantino
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Heritage
Subjects:
NeRF
photogrammetry
Instant-NGP
SfM
3D models
C2C
Online Access:https://www.mdpi.com/2571-9408/6/8/301

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