Novel non-destructive authentication of nine Dendrobium species using residual convolutional neural network relying on plant images and FT-NIR spectral information

Novel non-destructive authentication of nine Dendrobium species using residual convolutional neural network relying on plant images and FT-NIR spectral information

Various Dendrobium species used as traditional Chinese medicine have similar appearances but different bioactive component, with significant differences in medicinal and economic values. Many commercially available herbal medicines, including Dendrobium are usually powdered, and commercial fraud by...

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Bibliographic Details
Main Authors: Yulin Xu, Lian Li, Yuanzhong Wang, Qiang Hu
Format: Article
Language:English
Published: Elsevier 2025-08-01
Series:Smart Agricultural Technology
Subjects:
Medicinal plant
Dendrobium
Machine learning
Residual neural network
Non-destructive authentication
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375525002606
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