Quantification of Flavonoid Contents in Holy Basil Using Hyperspectral Imaging and Deep Learning Approaches

Quantification of Flavonoid Contents in Holy Basil Using Hyperspectral Imaging and Deep Learning Approaches

Holy basil (<i>Ocimum tenuiflorum</i> L.) is a medicinal herb rich in bioactive flavonoids with therapeutic properties. Traditional quantification methods rely on time-consuming and destructive extraction processes, whereas hyperspectral imaging provides a rapid, non-destructive alternat...

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Bibliographic Details
Main Authors: Apichat Suratanee, Panita Chutimanukul, Kitiporn Plaimas
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Applied Sciences
Subjects:
<i>Ocimum tenuiflorum</i> L.
antioxidant
flavonoid
hyperspectral data
deep learning
convolutional neural networks
Online Access:https://www.mdpi.com/2076-3417/15/13/7582
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