A deep semantic network-based image segmentation of soybean rust pathogens

A deep semantic network-based image segmentation of soybean rust pathogens

IntroductionAsian soybean rust is a highly aggressive leaf-based disease triggered by the obligate biotrophic fungus Phakopsora pachyrhizi which can cause up to 80% yield loss in soybean. The precise image segmentation of fungus can characterize fungal phenotype transitions during growth and help to...

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Bibliographic Details
Main Authors: Yalin Wu, Zhuobin Xi, Fen Liu, Weiming Hu, Hongjuan Feng, Qinjian Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-03-01
Series:Frontiers in Plant Science
Subjects:
Asian soybean rust
Phakopsora pachyrhizi
deep learning
instance segmentation
mask R-CNN
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2024.1340584/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2024.1340584/full

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