Classification of Codling Moth-Infested Apples Using Sensor Data Fusion of Acoustic and Hyperspectral Features Coupled with Machine Learning

Classification of Codling Moth-Infested Apples Using Sensor Data Fusion of Acoustic and Hyperspectral Features Coupled with Machine Learning

Codling moth (CM) is a major apple pest. Current manual method of detection is not very effective. The development of nondestructive monitoring and detection methods has the potential to reduce postharvest losses from CM infestation. Previous work from our group demonstrated the effectiveness of hyp...

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Bibliographic Details
Main Authors: Nader Ekramirad, Alfadhl Y. Khaled, Kevin D. Donohue, Raul T. Villanueva, Akinbode A. Adedeji
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Agriculture
Subjects:
apples (<i>Malus domestica</i>)
codling moth
sensor fusion
hyperspectral image
acoustic
machine learning
Online Access:https://www.mdpi.com/2077-0472/13/4/839

Internet

https://www.mdpi.com/2077-0472/13/4/839

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