Method for Segmentation of Bean Crop and Weeds Based on Improved UperNet

Method for Segmentation of Bean Crop and Weeds Based on Improved UperNet

Bean crop and weed detection is a key component of precision agriculture, which can distinguish between bean crop and weeds. Accurate identification of weeds is essential for precision weed management. This study introduces PF-UperNet, a semantic segmentation approach rooted in an encoder-decoder ar...

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Bibliographic Details
Main Authors: Mingyang Qi, Haozhang Gao, Tete Wang, Baoxia Du, Han Li, Wenyu Zhong, You Tang
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Improved UperNet
green bean
weeds
semantic segmentation
PoolFormer
deep learning
Online Access:https://ieeexplore.ieee.org/document/10365168/

Internet

https://ieeexplore.ieee.org/document/10365168/

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