Optical Identification of Fruitfly Species Based on Their Wingbeats Using Convolutional Neural Networks

Optical Identification of Fruitfly Species Based on Their Wingbeats Using Convolutional Neural Networks

The spotted wing Drosophila (SWD), Drosophila suzukii, is a significant invasive pest of berries and soft-skinned fruits that causes major economic losses in fruit production worldwide. Automatic identification and monitoring strategies would allow to detect the emergence of this pest in an early st...

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Bibliographic Details
Main Authors: Ioannis Kalfas, Bart De Ketelaere, Tim Beliën, Wouter Saeys
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-06-01
Series:Frontiers in Plant Science
Subjects:
insect recognition
convolutional neural network
pest management
automatic monitoring system
wingbeat analysis
wingbeat frequencies
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2022.812506/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2022.812506/full

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