AC-UNet: an improved UNet-based method for stem and leaf segmentation in Betula luminifera

AC-UNet: an improved UNet-based method for stem and leaf segmentation in Betula luminifera

Plant phenotypic traits play an important role in understanding plant growth dynamics and complex genetic traits. In phenotyping, the segmentation of plant organs, such as leaves and stems, helps in automatically monitoring growth and improving screening efficiency for large-scale genetic breeding....

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Bibliographic Details
Main Authors: Xiaomei Yi, Jiaoping Wang, Peng Wu, Guoying Wang, Lufeng Mo, Xiongwei Lou, Hao Liang, Huahong Huang, Erpei Lin, Brian Tapiwanashe Maponde, Chaihui Lv
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-11-01
Series:Frontiers in Plant Science
Subjects:
Betula luminifera
stem and leaf division
UNET
hollow space pyramidal pooling
crossed attention
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2023.1268098/full

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https://www.frontiersin.org/articles/10.3389/fpls.2023.1268098/full

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