Rapid Target Detection of Fruit Trees Using UAV Imaging and Improved Light YOLOv4 Algorithm

The detection and counting of fruit tree canopies are important for orchard management, yield estimation, and phenotypic analysis. Previous research has shown that most fruit tree canopy detection methods are based on the use of traditional computer vision algorithms or machine learning methods to e...

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Bibliographic Details

Published in:	Remote Sensing
Main Authors:	Yuchao Zhu, Jun Zhou, Yinhui Yang, Lijuan Liu, Fei Liu, Wenwen Kong
Format:	Article
Language:	English
Published:	MDPI AG 2022-09-01
Subjects:	tree detection YOLOv4 attention mechanism lightweight feature fusion
Online Access:	https://www.mdpi.com/2072-4292/14/17/4324