A Detection Method for Individual Infected Pine Trees with Pine Wilt Disease Based on Deep Learning

A Detection Method for Individual Infected Pine Trees with Pine Wilt Disease Based on Deep Learning

Pine wilt disease (PWD) can cause destructive death in many species of pine trees within a short period. The recognition of infected pine trees in unmanned aerial vehicle (UAV) forest images is a key technology for automatic monitoring and early warning of pests. This paper collected UAV visible and...

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Bibliographic Details
Main Authors: Yan Zhou, Wenping Liu, Haojie Bi, Riqiang Chen, Shixiang Zong, Youqing Luo
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Forests
Subjects:
unmanned aerial vehicle
pine wood nematode
convolutional neural network
object detection
YOLOv5
Online Access:https://www.mdpi.com/1999-4907/13/11/1880

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