<scp>Near‐infrared spectroscopy</scp> coupled with Gramian angular field two‐dimensional convolutional neural network for white tea adulteration detection

This study introduces the application of the NIR spectral image coding method in tea regression and highlights the advantages of deep learning image processing in the tea industry. © 2025 Society of Chemical Industry.

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Publication Details

Journal
Journal of the Science of Food and Agriculture
Published
2025-05-23
DOI
https://doi.org/10.1002/jsfa.14353
Citations
2
Primary Topic
Spectroscopy and Chemometric Analyses
Type
article
Field-Weighted Citation Impact
1.50

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article

Near‐infrared spectroscopy coupled with Gramian angular field two‐dimensional convolutional neural network for white tea adulteration detection

Yan Huang, Yuanjian Zhang, Chengjiang Wei, Weijiang Sun et al.
2 citations
Journal of the Science of Food and Agriculture
Spectroscopy and Chemometric Analyses
1.50
article

Near‐infrared spectroscopy coupled with Gramian angular field two‐dimensional convolutional neural network for white tea adulteration detection

Yan Huang, Yuanjian Zhang, Chengjiang Wei, Weijiang Sun, Tengyue Zou, Jun Cheng, Qinglan Chen, Zhiqiang Zheng
article en
2 citations

Abstract

This study introduces the application of the NIR spectral image coding method in tea regression and highlights the advantages of deep learning image processing in the tea industry. © 2025 Society of Chemical Industry.

Journal of the Science of Food and AgricultureVol. 105(11)
Fujian Agriculture and Forestry University (CN)
National Natural Science Foundation of China
Industry, innovation and infrastructure
Openalex Percentile: Top 19%
Spectroscopy and Chemometric Analyses
1.50
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