Assessment of Yellow Rust (<i>Puccinia striiformis</i>) Infestations in Wheat Using UAV-Based RGB Imaging and Deep Learning

Assessment of Yellow Rust (<i>Puccinia striiformis</i>) Infestations in Wheat Using UAV-Based RGB Imaging and Deep Learning

Yellow rust (<i>Puccinia striiformis</i>) is a common wheat disease that significantly reduces yields, particularly in seasons with cooler temperatures and frequent rainfall. Early detection is essential for effective control, especially in key wheat-producing regions such as Southern Do...

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Bibliographic Details
Main Authors: Atanas Z. Atanasov, Boris I. Evstatiev, Asparuh I. Atanasov, Plamena D. Nikolova
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Applied Sciences
Subjects:
yellow rust (<i>Puccinia striiformis</i>)
identification
pixel-based classification
deep learning
RGB imaging
UnetClassifier
Online Access:https://www.mdpi.com/2076-3417/15/15/8512
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