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Classification of Broad-Leaved Forest Tree Species Based on HSFC-DeepLabV3+ in UAV Multispectral Images

This study focuses on the automatic classification of broad-leaved forest tree species in the Millennium Forest of Xiongan New Area using UAV-based multispectral imagery. To address the limitations of existing semantic segmentation models such as DeepLabV3+, we propose HSFC-DeepLabV3+, an enhanced m...

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Principais autores: Xiaole Liu, Linghan Gao, Cui Jia, Yushun Cai, Guanxing Wang, Ying Tian
Format: Artigo
Sprog:Inglês
Udgivet: IEEE 2025-01-01
Serier:IEEE Access
Fag:
Deep learning
DeepLabV3+
data enhancement
broad-leaved forest tree species classification
Online adgang:https://ieeexplore.ieee.org/document/11195072/
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