Automatic 3D Building Reconstruction from OpenStreetMap and LiDAR Using Convolutional Neural Networks

This paper presents the implementation of an automatic method for the reconstruction of 3D building maps. The core innovation of the proposed method is the supplementation of OpenStreetMap data with LiDAR data to reconstruct 3D urban environments automatically. The only input of the method is the ar...

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Autori principali:	Marcos Barranquero, Alvaro Olmedo, Josefa Gómez, Abdelhamid Tayebi, Carlos Javier Hellín, Francisco Saez de Adana
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	MDPI AG 2023-02-01
Serie:	Sensors
Soggetti:	OpenStreetMap LiDAR convolutional neural network 3D reconstruction transfer learning machine learning
Accesso online:	https://www.mdpi.com/1424-8220/23/5/2444
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