Advanced deep learning models for phenotypic trait extraction and cultivar classification in lychee using photon-counting micro-CT imaging

Advanced deep learning models for phenotypic trait extraction and cultivar classification in lychee using photon-counting micro-CT imaging

IntroductionIn contemporary agronomic research, the focus has increasingly shifted towards non-destructive imaging and precise phenotypic characterization. A photon-counting micro-CT system has been developed, which is capable of imaging lychee fruit at the micrometer level and capturing a full ener...

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Bibliographic Details
Main Authors: Mengjia Xue, Siyi Huang, Wenting Xu, Tianwu Xie
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-02-01
Series:Frontiers in Plant Science
Subjects:
plant phenomics
micro-CT
lychee phenotypic traits
deep learning
non-destructive
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2024.1358360/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2024.1358360/full

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