Identification of maize seed vigor based on hyperspectral imaging and deep learning

Abstract Background Seed vigor identification is critical to guaranteeing the quality and yield of maize. Although seeds with impaired vigor may germinate under normal conditions, planting under unfavorable conditions makes it difficult to produce healthy plants. Therefore, non-destructive and rapid...

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Bibliographic Details

Published in:	Bulletin of the National Research Centre
Main Authors:	Peng Xu, Lixia Fu, Yongfei Pan, Dongquan Chen, Songmei Yang, Ranbing Yang
Format:	Article
Language:	English
Published:	SpringerOpen 2024-08-01
Subjects:	Hyperspectral imaging Maize seeds Wavelength selection Convolutional neural network Vigor identification
Online Access:	https://doi.org/10.1186/s42269-024-01239-6