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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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Détails bibliographiques
Publié dans:Sensors (Basel)
Auteurs principaux: Tran, Thi Huong Giang, Ressl, Camillo, Pfeifer, Norbert
Format: Artigo
Langue:Inglês
Publié: MDPI 2018
Sujets:
Accès en ligne: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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