[HTML][HTML] Machine learning techniques for analysis of hyperspectral images to determine quality of food products: A review

D Saha, A Manickavasagan - Current Research in Food Science, 2021 - Elsevier
Non-destructive testing techniques have gained importance in monitoring food quality over
the years. Hyperspectral imaging is one of the important non-destructive quality testing …

Efficient extraction of deep image features using convolutional neural network (CNN) for applications in detecting and analysing complex food matrices

Y Liu, H Pu, DW Sun - Trends in Food Science & Technology, 2021 - Elsevier
Background The development of techniques and methods for rapidly and reliably detecting
and analysing food quality and safety products is of significance for the food industry …

Near infrared spectroscopy: A mature analytical technique with new perspectives–A review

C Pasquini - Analytica chimica acta, 2018 - Elsevier
Last decade's advances and modern aspects of near infrared spectroscopy are critically
examined and reviewed. Innovative instrumentation, highlighted by portable and imaging …

CRISPR‐Cas‐based detection for food safety problems: Current status, challenges, and opportunities

Y Li, S Man, S Ye, G Liu, L Ma - Comprehensive Reviews in …, 2022 - Wiley Online Library
Food safety is one of the biggest public issues occurring around the world. Microbiological,
chemical, and physical hazards can lead to food safety issues, which may occur at all stages …

[HTML][HTML] Rapid and noninvasive sensory analyses of food products by hyperspectral imaging: Recent application developments

G Özdoğan, X Lin, DW Sun - Trends in Food Science & Technology, 2021 - Elsevier
Background Sensory analysis is the evaluation of the signals received through senses of
sight, sound, taste, smell, and touch. The traditional methods for the analysis of sensory …

Near-infrared spectroscopy and hyperspectral imaging: non-destructive analysis of biological materials

M Manley - Chemical Society Reviews, 2014 - pubs.rsc.org
Near-infrared (NIR) spectroscopy has come of age and is now prominent among major
analytical technologies after the NIR region was discovered in 1800, revived and developed …

A review of vibrational spectroscopic techniques for the detection of food authenticity and adulteration

S Lohumi, S Lee, H Lee, BK Cho - Trends in Food Science & Technology, 2015 - Elsevier
Background Food adulteration, commonplace throughout human history, remains a concern
today, with several notable instances involving the agro-food industry. Scope and approach …

Hyperspectral imaging technique for evaluating food quality and safety during various processes: A review of recent applications

Y Liu, H Pu, DW Sun - Trends in food science & technology, 2017 - Elsevier
Background The quality of products depends on their processing. Effective way of
monitoring and controlling these processes will ensure the quality and safety of products …

[HTML][HTML] Current advances in imaging spectroscopy and its state-of-the-art applications

A Zahra, R Qureshi, M Sajjad, F Sadak… - Expert Systems with …, 2024 - Elsevier
Imaging spectroscopy integrates traditional computer vision and spectroscopy into a single
system and has gained widespread acceptance as a non-destructive scientific instrument for …

Application of hyperspectral imaging in food safety inspection and control: a review

YZ Feng, DW Sun - Critical reviews in food science and nutrition, 2012 - Taylor & Francis
Food safety is a great public concern, and outbreaks of food-borne illnesses can lead to
disturbance to the society. Consequently, fast and nondestructive methods are required for …