Hyperspectral imaging with machine learning for non-destructive classification of Astragalus membranaceus var. mongholicus, Astragalus membranaceus, and similar seeds

Hyperspectral imaging with machine learning for non-destructive classification of Astragalus membranaceus var. mongholicus, Astragalus membranaceus, and similar seeds

The roots of Astragalus membranaceus var. mongholicus (AMM) and A. membranaceus (AM) are widely used in traditional Chinese medicine. Although AMM has higher yields and accounts for a larger market share, its cultivation is fraught with challenges, including mixed germplasm resources and widespread...

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Bibliographic Details
Main Authors: Yanan Xu, Weifeng Wu, Yi Chen, Tingting Zhang, Keling Tu, Yun Hao, Hailu Cao, Xuehui Dong, Qun Sun
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-11-01
Series:Frontiers in Plant Science
Subjects:
Astragalus seeds
similar seeds
classification
machine vision
hyperspectral imaging
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2022.1031849/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2022.1031849/full

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