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Using Machine Learning to Extract Building Inventory Information Based on LiDAR Data

The extraction of building inventory information is vital for damage assessment and planning and modelling studies. In the last few years, the conventional data extraction for building inventory was overcome using various remote sensing data and techniques. The main objectives of this study were to...

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Principais autores: Gordana Kaplan, Resul Comert, Onur Kaplan, Dilek Kucuk Matci, Ugur Avdan
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2022-10-01
Series:ISPRS International Journal of Geo-Information
Assuntos:
remote sensing
LiDAR
building
height
machine learning
random forest
Acceso en liña:https://www.mdpi.com/2220-9964/11/10/517
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