Intelligent chlorophyll estimation by attention‐integrated deep learning and dual‐modal fusion in tencha drying using snapshot multispectral camera

The results underscore the viability of leveraging snapshot multispectral technology coupled with spectral-image dual-modality fusion for precise chlorophyll content monitoring. This innovative approach provides a rapid, non-invasive solution for assessing chlorophyll levels in tencha, offering enhanced quality control throughout the drying process with emerging technological capabilities. © 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.14385
Citations
1
Primary Topic
Spectroscopy and Chemometric Analyses
Type
article
Field-Weighted Citation Impact
0.75

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article

Intelligent chlorophyll estimation by attention‐integrated deep learning and dual‐modal fusion in tencha drying using snapshot multispectral camera

Hui-Lin Chang, Jiazhen Cai, Qin Ouyang
1 citations
Journal of the Science of Food and Agriculture
Spectroscopy and Chemometric Analyses
0.75
article

Intelligent chlorophyll estimation by attention‐integrated deep learning and dual‐modal fusion in tencha drying using snapshot multispectral camera

Hui-Lin Chang, Jiazhen Cai, Qin Ouyang
article en
1 citations

Abstract

The results underscore the viability of leveraging snapshot multispectral technology coupled with spectral-image dual-modality fusion for precise chlorophyll content monitoring. This innovative approach provides a rapid, non-invasive solution for assessing chlorophyll levels in tencha, offering enhanced quality control throughout the drying process with emerging technological capabilities. © 2025 Society of Chemical Industry.

Journal of the Science of Food and AgricultureVol. 105(12)
Jiangsu University (CN)
National Natural Science Foundation of China, China Postdoctoral Science Foundation
Industry, innovation and infrastructure
Openalex Percentile: Top 32%
Spectroscopy and Chemometric Analyses
0.75
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