Extraction of Citrus Trees from UAV Remote Sensing Imagery Using YOLOv5s and Coordinate Transformation

Extraction of Citrus Trees from UAV Remote Sensing Imagery Using YOLOv5s and Coordinate Transformation

Obtaining the geographic coordinates of single fruit trees enables the variable rate application of agricultural production materials according to the growth differences of trees, which is of great significance to the precision management of citrus orchards. The traditional method of detecting and p...

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Bibliographic Details
Main Authors: Haoxin Tian, Xipeng Fang, Yubin Lan, Chenyang Ma, Huasheng Huang, Xiaoyang Lu, Dehua Zhao, Hanchao Liu, Yali Zhang
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Remote Sensing
Subjects:
UAV
orthophoto map
remote sensing
Hough transform
YOLOv5
Gauss–Krüger
Online Access:https://www.mdpi.com/2072-4292/14/17/4208

Internet

https://www.mdpi.com/2072-4292/14/17/4208

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