Automatic Building Height Estimation: Machine Learning Models for Urban Image Analysis

Automatic Building Height Estimation: Machine Learning Models for Urban Image Analysis

Artificial intelligence (AI) is delivering major advances in the construction engineering sector in this era of building information modelling, applying data collection techniques based on urban image analysis. In this study, building heights were calculated from street-view imagery based on a seman...

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Bibliographic Details
Main Authors: Miguel Ureña-Pliego, Rubén Martínez-Marín, Beatriz González-Rodrigo, Miguel Marchamalo-Sacristán
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Applied Sciences
Subjects:
artificial intelligence
semantic segmentation
convolutional neural networks
building height estimation
seismic exposure
street view imagery
Online Access:https://www.mdpi.com/2076-3417/13/8/5037

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