A novel projection map driven multimodal fusion framework for ALS point cloud semantic segmentation

Semantic segmentation of urban point clouds captured by Airborne Laser Scanning (ALS) is essential for understanding complex 3D environments, serving as a robust underlying data foundation for digital twin applications. The fusion of multimodal data has been proven to significantly improve the perfo...

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Hlavní autoři:	Pangyin Li, Zhe Chen, Chen Long, Huazu Zhang, Yang Lv, Ronggang Huang, Zhen Dong, Bisheng Yang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Elsevier 2025-11-01
Edice:	International Journal of Applied Earth Observations and Geoinformation
Témata:	Airborne Laser Scanning (ALS) Point cloud Urban-scale semantic segmentation Multimodal data fusion
On-line přístup:	http://www.sciencedirect.com/science/article/pii/S1569843225005540
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