Application of Hyperspectral Technology with Machine Learning for Brix Detection of Pastry Pears

Application of Hyperspectral Technology with Machine Learning for Brix Detection of Pastry Pears

Sugar content is an essential indicator for evaluating crisp pear quality and categorization, being used for fruit quality identification and market sales prediction. In this study, we paired a support vector machine (SVM) algorithm with genetic algorithm optimization to reliably estimate the sugar...

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Bibliographic Details
Main Authors: Hongkun Ouyang, Lingling Tang, Jinglong Ma, Tao Pang
Format: Article
Language:English
Published: MDPI AG 2024-04-01
Series:Plants
Subjects:
hyperspectral imaging
crisp pear
sugar content
machine learning
Online Access:https://www.mdpi.com/2223-7747/13/8/1163

Internet

https://www.mdpi.com/2223-7747/13/8/1163

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