Research on the Identification Method of Maize Seed Origin Using NIR Spectroscopy and GAF-VGGNet

Research on the Identification Method of Maize Seed Origin Using NIR Spectroscopy and GAF-VGGNet

The origin of seeds is a crucial environmental factor that significantly impacts crop production. Accurate identification of seed origin holds immense importance for ensuring traceability in the seed industry. Currently, traditional methods used for identifying the origin of maize seeds involve mine...

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Bibliographic Details
Main Authors: Xiuying Xu, Changhao Fu, Yingying Gao, Ye Kang, Wei Zhang
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Agriculture
Subjects:
near-infrared spectroscopy
maize seed
deep learning
Gramian Angular Field
Gram matrix
Online Access:https://www.mdpi.com/2077-0472/14/3/466

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https://www.mdpi.com/2077-0472/14/3/466

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