Three-dimensional branch segmentation and phenotype extraction of maize tassel based on deep learning

Three-dimensional branch segmentation and phenotype extraction of maize tassel based on deep learning

Abstract Background The morphological structure phenotype of maize tassel plays an important role in plant growth, reproduction, and yield formation. It is an important step in the distinctness, uniformity, and stability (DUS) testing to obtain maize tassel phenotype traits. Plant organ segmentation...

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Bibliographic Details
Main Authors: Wenqi Zhang, Sheng Wu, Weiliang Wen, Xianju Lu, Chuanyu Wang, Wenbo Gou, Yuankun Li, Xinyu Guo, Chunjiang Zhao
Format: Article
Language:English
Published: BMC 2023-08-01
Series:Plant Methods
Subjects:
Maize tassel
Point cloud
Deep learning
Organ segmentation
Tassel phenotype
DUS testing
Online Access:https://doi.org/10.1186/s13007-023-01051-9

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