Self-Supervised Learning for Precise Individual Tree Segmentation in Airborne LiDAR Point Clouds

Segmenting individual trees from airborne LiDAR point cloud data is critical for forest management, urban planning, and ecological monitoring but remains challenging due to complex natural environments, diverse tree architectures, and dense canopies. Traditional supervised methods rely on extensive,...

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Bibliographic Details
Main Authors: Lama Shaheen, Bader Rasheed, Manuel Mazzara
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10973613/
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