GCF-DeepLabv3+: An Improved Segmentation Network for Maize Straw Plot Classification

GCF-DeepLabv3+: An Improved Segmentation Network for Maize Straw Plot Classification

To meet the need of rapid identification of straw coverage types in conservation tillage fields, we investigated the use of unmanned aerial vehicle (UAV) low-altitude remote sensing images for accurate detection. UAVs were used to capture images of conservation tillage farmlands. An improved GCF-Dee...

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Bibliographic Details
Main Authors: Yuanyuan Liu, Jiaxin Zhang, Yueyong Wang, Yang Luo, Pengxiang Sui, Ying Ren, Xiaodan Liu, Jun Wang
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Agronomy
Subjects:
conservation tillage
DeepLabv3+
remote sensing
straw coverage
semantic segmentation
Online Access:https://www.mdpi.com/2073-4395/15/5/1011
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