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Integrated Change Detection and Classification in Urban Areas Based on Airborne Laser Scanning Point Clouds

This paper suggests a new approach for change detection (CD) in 3D point clouds. It combines classification and CD in one step using machine learning. The point cloud data of both epochs are merged for computing features of four types: features describing the point distribution, a feature relating t...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Tran, Thi Huong Giang, Ressl, Camillo, Pfeifer, Norbert
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5855963/
https://ncbi.nlm.nih.gov/pubmed/29401656
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s18020448
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