A Hyperspectral Data 3D Convolutional Neural Network Classification Model for Diagnosis of Gray Mold Disease in Strawberry Leaves

A Hyperspectral Data 3D Convolutional Neural Network Classification Model for Diagnosis of Gray Mold Disease in Strawberry Leaves

Gray mold disease is one of the most frequently occurring diseases in strawberries. Given that it spreads rapidly, rapid countermeasures are necessary through the development of early diagnosis technology. In this study, hyperspectral images of strawberry leaves that were inoculated with gray mold f...

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Bibliographic Details
Main Authors: Dae-Hyun Jung, Jeong Do Kim, Ho-Youn Kim, Taek Sung Lee, Hyoung Seok Kim, Soo Hyun Park
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-03-01
Series:Frontiers in Plant Science
Subjects:
hyperspectral imaging
strawberry gray mold
early diagnosis
asymptomatic infection
3D convolutional neural network
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2022.837020/full

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