From the Semantic Point Cloud to Heritage-Building Information Modeling: A Semiautomatic Approach Exploiting Machine Learning

From the Semantic Point Cloud to Heritage-Building Information Modeling: A Semiautomatic Approach Exploiting Machine Learning

This work presents a semi-automatic approach to the 3D reconstruction of Heritage-Building Information Models from point clouds based on machine learning techniques. The use of digital information systems leveraging on three-dimensional (3D) representations in architectural heritage documentation an...

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Bibliographic Details
Main Authors: Valeria Croce, Gabriella Caroti, Livio De Luca, Kévin Jacquot, Andrea Piemonte, Philippe Véron
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Remote Sensing
Subjects:
heritage
3D survey
H-BIM
point cloud
classification
semantic annotation
Online Access:https://www.mdpi.com/2072-4292/13/3/461

Internet

https://www.mdpi.com/2072-4292/13/3/461

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