Detection of Small-Sized Insects in Sticky Trapping Images Using Spectral Residual Model and Machine Learning

Detection of Small-Sized Insects in Sticky Trapping Images Using Spectral Residual Model and Machine Learning

One fundamental component of Integrated pest management (IPM) is field monitoring and growers use information gathered from scouting to make an appropriate control tactics. Whitefly (Bemisia tabaci) and thrips (Frankliniella occidentalis) are two most prominent pests in greenhouses of northern China...

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Bibliographic Details
Main Authors: Wenyong Li, Zhankui Yang, Jiawei Lv, Tengfei Zheng, Ming Li, Chuanheng Sun
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-06-01
Series:Frontiers in Plant Science
Subjects:
pest detection
sticky trap
small objects detection
image processing
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2022.915543/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2022.915543/full

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