Exploration of Machine Learning Algorithms for pH and Moisture Estimation in Apples Using VIS-NIR Imaging

Non-destructive assessment of fruits for grading and quality determination is essential to automate pre- and post-harvest handling. Near-infrared (NIR) hyperspectral imaging (HSI) has already established itself as a powerful tool for characterizing the quality parameters of various fruits, including...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Erhan Kavuncuoğlu, Necati Çetin, Bekir Yildirim, Mohammad Nadimi, Jitendra Paliwal
Format:	Article
Language:	English
Published:	MDPI AG 2023-07-01
Subjects:	hyperspectral imaging apple pH moisture content machine learning
Online Access:	https://www.mdpi.com/2076-3417/13/14/8391