Data for 3D reconstruction and point cloud classification using machine learning in cultural heritage environment

Data for 3D reconstruction and point cloud classification using machine learning in cultural heritage environment

Unmanned Aerial Vehicle (UAV) photogrammetry, thanks to the development of Structure from Motion (SfM) and Multi-View Stereo (MVS) algorithms, allows the generation of dense point clouds, capable of representing three-dimensional objects and structures in a detailed and accurate manner. In addition,...

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Bibliographic Details
Main Authors: Massimiliano Pepe, Vincenzo Saverio Alfio, Domenica Costantino, Daniele Scaringi
Format: Article
Language:English
Published: Elsevier 2022-06-01
Series:Data in Brief
Subjects:
UAV photogrammetry
Point cloud
Cultural heritage
Random forest
Machine learning
Classification
Online Access:http://www.sciencedirect.com/science/article/pii/S2352340922004528

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