CT image segmentation of foxtail millet seeds based on semantic segmentation model VGG16-UNet

CT image segmentation of foxtail millet seeds based on semantic segmentation model VGG16-UNet

Abstract Foxtail millet is an important minor cereal crop rich in nutrients. Due to the small size of its seeds, there is little information on the diversity of its seed structure among germplasms, limiting the identification of genes controlling seed development and germination. This paper utilized...

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Bibliographic Details
Main Authors: Yuyuan Miao, Rongxia Wang, Zejun Jing, Kun Wang, Meixia Tan, Fuzhong Li, Wuping Zhang, Jiwan Han, Yuanhuai Han
Format: Article
Language:English
Published: BMC 2024-11-01
Series:Plant Methods
Subjects:
Foxtail millet
UNet network
Computed tomography (CT) images
Seed structure
Online Access:https://doi.org/10.1186/s13007-024-01288-y
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https://doi.org/10.1186/s13007-024-01288-y

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