Detection of Black Spot of Rose Based on Hyperspectral Imaging and Convolutional Neural Network

Detection of Black Spot of Rose Based on Hyperspectral Imaging and Convolutional Neural Network

Black spot is one of the seriously damaging plant diseases in China, especially in rose production. Hyperspectral technology reflects both external features and internal structure information of measured samples, which can be used to identify the disease. In this research, both the spectral and imag...

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Bibliographic Details
Main Authors: Jingjing Ma, Lei Pang, Lei Yan, Jiang Xiao
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:AgriEngineering
Subjects:
hyperspectral imaging
black spot
infected samples
non-destructive detection
preprocessing
CNN model
Online Access:https://www.mdpi.com/2624-7402/2/4/37

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https://www.mdpi.com/2624-7402/2/4/37

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