Application of near-infrared hyperspectral imaging coupled with chemometrics for rapid and non-destructive prediction of protein content in single chickpea seed-Reference-Cited by-同舟云学术

Application of near-infrared hyperspectral imaging coupled with chemometrics for rapid and non-destructive prediction of protein content in single chickpea seed

Published:2023-01 Issue: Volume:115 Page:104938
ISSN:0889-1575
Container-title:Journal of Food Composition and Analysis
language:en
Short-container-title:Journal of Food Composition and Analysis

Author:

Saha Dhritiman,Senthilkumar T.,Sharma Sonu,Singh Chandra B.,Manickavasagan Annamalai

Publisher

Elsevier BV

Subject

Food Science

Reference44 articles.

1. AOAC, 2005. Determination of moisture, ash, protein and fat. Official Methods of Analysis; Association of Official Analytical Chemists, 18th ed. Washington, USA.

2. External parameter orthogonalization-support vector machine for processing of attenuated total reflectance-mid-infrared spectra: a solution for saffron authenticity problem;Amirvaresi;Anal. Chim. Acta,2021

3. Advances in infrared spectroscopy and hyperspectral imaging combined with artificial intelligence for the detection of cereals quality;An;Crit. Rev. Food Sci. Nutr.,2022

4. Barker, B., 2019. Understanding protein in pulses. Pulse Advisor. Saskatchewan Pulse Growers.

5. Support vector machine regression (SVR/LS-SVM)—an alternative to neural networks (ANN) for analytical chemistry? Comparison of nonlinear methods on near infrared (NIR) spectroscopy data;Balabin;Analyst,2011

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