Urban Tree Classification from Multispectral Airborne LiDAR Using PointNet, DGCNN & RandLA-Net

Hamdani, Nada; Abouhat, Imane; Ait El Kadi, Kenza; Bensiali, Saloua; Sebari, Imane

doi:10.5194/isprs-archives-XLVIII-4-W19-2025-55-2026

Articles | Volume XLVIII-4/W19-2025

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Articles | Volume XLVIII-4/W19-2025

https://doi.org/10.5194/isprs-archives-XLVIII-4-W19-2025-55-2026

Articles | Volume XLVIII-4/W19-2025

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03 Mar 2026

| 03 Mar 2026

Urban Tree Classification from Multispectral Airborne LiDAR Using PointNet, DGCNN & RandLA-Net

Nada Hamdani, Imane Abouhat, Kenza Ait El Kadi, Saloua Bensiali, and Imane Sebari

Nada Hamdani

Research Unit of Geospatial Technologies for a Smart Decision, Hassan II Institute of Agronomy and Veterinary Medicine, 10101 Rabat, Morocco

Société Topographie Informatique, 91000 Evry Courcouronnes, France

Imane Abouhat

Department of Photogrammetry and Cartography, School of Geomatics and Surveying Engineering, Hassan II Institute of Agronomy and Veterinary Medicine, 10101 Rabat, Morocco

Kenza Ait El Kadi

Research Unit of Geospatial Technologies for a Smart Decision, Hassan II Institute of Agronomy and Veterinary Medicine, 10101 Rabat, Morocco

Department of Photogrammetry and Cartography, School of Geomatics and Surveying Engineering, Hassan II Institute of Agronomy and Veterinary Medicine, 10101 Rabat, Morocco

Saloua Bensiali

Research Unit of Geospatial Technologies for a Smart Decision, Hassan II Institute of Agronomy and Veterinary Medicine, 10101 Rabat, Morocco

Department of Applied Statistics and Computer Science

Imane Sebari

Research Unit of Geospatial Technologies for a Smart Decision, Hassan II Institute of Agronomy and Veterinary Medicine, 10101 Rabat, Morocco

Department of Photogrammetry and Cartography, School of Geomatics and Surveying Engineering, Hassan II Institute of Agronomy and Veterinary Medicine, 10101 Rabat, Morocco

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Urban Tree Classification from Multispectral Airborne LiDAR Using PointNet, DGCNN & RandLA-Net

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