Image-based classification of wheat spikes by glume pubescence using convolutional neural networks

Image-based classification of wheat spikes by glume pubescence using convolutional neural networks

IntroductionPubescence is an important phenotypic trait observed in both vegetative and generative plant organs. Pubescent plants demonstrate increased resistance to various environmental stresses such as drought, low temperatures, and pests. It serves as a significant morphological marker and aids...

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Bibliographic Details
Main Authors: Nikita V. Artemenko, Mikhail A. Genaev, Rostislav UI. Epifanov, Evgeny G. Komyshev, Yulia V. Kruchinina, Vasiliy S. Koval, Nikolay P. Goncharov, Dmitry A. Afonnikov
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-01-01
Series:Frontiers in Plant Science
Subjects:
wheat
wheat species
pubescent (hairy) glume
image analysis
segmentation
deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2023.1336192/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2023.1336192/full

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