SPA-Net: An Offset-Free Proposal Network for Individual Tree Segmentation from TLS Data

SPA-Net: An Offset-Free Proposal Network for Individual Tree Segmentation from TLS Data

Individual tree segmentation (ITS) from terrestrial laser scanning (TLS) point clouds is foundational for deriving detailed forest structural parameters, crucial for precision forestry, biomass calculation, and carbon accounting. Conventional ITS algorithms often struggle in complex forest stands du...

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Bibliographic Details
Main Authors: Yunjie Zhu, Zhihao Wang, Qiaolin Ye, Lifeng Pang, Qian Wang, Xiaolong Zheng, Chunhua Hu
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Remote Sensing
Subjects:
individual tree segmentation
terrestrial laser scanning
instance segmentation
deep learning
Online Access:https://www.mdpi.com/2072-4292/17/13/2292
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