A fast and accurate segmentation model of lychee tree canopy from UAV remote sensing image based on big data and deep learning

A fast and accurate segmentation model of lychee tree canopy from UAV remote sensing image based on big data and deep learning

Abstract Litchi chinensis Sonn, an evergreen tree within the Sapindaceae family and the Litchi Sonn genus, plays a significant role in agricultural management. The canopy information of lychee trees offers a comprehensive and detailed perspective for agricultural experts and orchard managers to moni...

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Bibliographic Details
Main Authors: Jianhua Wang, Hongyi Xiong
Format: Article
Language:English
Published: SpringerOpen 2025-06-01
Series:Journal of Big Data
Subjects:
Lychee tree canopy segmentation
Big data
Deep learning
Residual network
CA attention mechanism
Online Access:https://doi.org/10.1186/s40537-025-01199-2
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https://doi.org/10.1186/s40537-025-01199-2

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