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Extracting Alpine Shrub Using Improved Lightweight DeepLabV3+ Network

In recent years, shrubland is an important land cover type in alpine regions, while accurate segmentation of shrubs using remote sensing data remain challenging. To address these issues, this study proposes an alpine shrub segmentation method based on an improved lightweight DeepLabV3+ network, in w...

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Principais autores: Wangping Li, Xingling Cao, Zhaoye Zhou, Longlong Shi, Xiaodong Wu, Wenbo Wei, Yanjun Bian, Xiuxia Zhang, Niu Wang, Cong Wang
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2026-06-01
Serier:Remote Sensing
Fag:
alpine shrub
semantic segmentation
DeepLabV3+
lightweight network
attention mechanism
UAV imagery
Online adgang:https://www.mdpi.com/2072-4292/18/12/2055
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