Advancing vegetation segmentation from ALS point clouds: From benchmarking to GreenSegNet-A

Accurate large-scale vegetation segmentation is essential to maintain vegetation inventories, which are vital for informed ecological planning, landscape management, and long-term sustainability and liveability of the environment. Advancements in deep learning (DL) coupled with the increasing availa...

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Autori principali:	Aditya Aditya, Bharat Lohani, Jagannath Aryal, Stephan Winter
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	Elsevier 2026-06-01
Serie:	Science of Remote Sensing
Soggetti:	ALS vegetation segmentation Point cloud semantic segmentation LiDAR Airborne laser scanning Deep learning Laser scanning
Accesso online:	http://www.sciencedirect.com/science/article/pii/S2666017226000209
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