Classifying early-stage soybean fungal diseases on hyperspectral images using convolutional neural networks

Using convolutional neural networks (CNNs) to detect plant diseases has proven to reach high accuracy in the classification of infected and non-infected plant images. However, most of the existing researches are based on RGB images due to the availability and the comparably low cost of image collect...

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Bibliographic Details
Main Authors: Chieh Fu Hsiao, Georg Feyrer, Anthony Stein
Format: Article
Language:English
Published: Elsevier 2025-08-01
Series:Smart Agricultural Technology
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375525002564
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