Advanced techniques for hyperspectral imaging in the food industry: Principles and recent applications

J Ma, DW Sun, H Pu, JH Cheng… - Annual review of food …, 2019 - annualreviews.org
Hyperspectral imaging (HSI) is a technology integrating optical sensing technologies of
imaging, spectroscopy, and chemometrics. The sensor of HSI can obtain both spatial and …

Hyperspectral imaging and multispectral imaging as the novel techniques for detecting defects in raw and processed meat products: Current state-of-the-art research …

CH Feng, Y Makino, S Oshita, JFG Martín - Food Control, 2018 - Elsevier
In order to achieve rapid detection of defects and to increase the industrial operating
efficiency of products without compromising their quality attributes, hyperspectral imaging …

VIS/NIR hyperspectral imaging with artificial neural networks to evaluate the content of thiobarbituric acid reactive substances in beef muscle

S Park, M Yang, DG Yim, C Jo, G Kim - Journal of Food Engineering, 2023 - Elsevier
Abstract Machine learning models were developed to predict the degree of rancidity of beef
by a non-destructive method using a near infrared hyperspectral image acquisition system …

Advances in nondestructive methods for meat quality and safety monitoring

FYH Kutsanedzie, Z Guo, Q Chen - Food Reviews International, 2019 - Taylor & Francis
Meat is highly perishable and poses health threats when its quality and safety is
unmonitored. Chemical methods of quality and safety determination are expensive, time …

Optical sensing as analytical tools for meat tenderness measurements-A review

M Kamruzzaman - Meat Science, 2023 - Elsevier
Meat tenderness is the most important attribute related to consumer satisfaction. No
analytical tool is currently available to measure or predict tenderness in real-time. Therefore …

Chemometrics and hyperspectral imaging applied to assessment of chemical, textural and structural characteristics of meat

MM Reis, R Van Beers, M Al-Sarayreh, P Shorten… - Meat science, 2018 - Elsevier
Spectroscopy in the visible near-infrared spectral (Vis-NIRS) range combined with imaging
techniques (hyperspectral imaging, HSI) allows assessment of chemical composition …

Current research and emerging tools to improve fresh red meat quality

M Gagaoua, G Duffy, C Alvarez, CM Burgess… - Irish Journal of …, 2022 - JSTOR
A consumer's decision to purchase red meat is guided by a combination of many interacting
factors including safety, nutrition, sustainability and perception of healthiness along with a …

Applications of hyperspectral imaging in meat tenderness detection: Current research and potential for digital twin technology

C Kucha, EO Olaniyi - Food Bioscience, 2024 - Elsevier
This review explores the application of hyperspectral imaging (HSI) as an innovative non-
destructive method for assessing meat tenderness, a critical quality attribute affecting …

Shear force analysis by core location in Longissimus steaks from Nellore cattle using hyperspectral images–A feasibility study

JM Balage, JM Amigo, DS Antonelo, MR Mazon… - Meat science, 2018 - Elsevier
Industry requires non-destructive real-time methods for quality control of meat in order to
improve production efficiency and meet consumer expectations. Near Infrared Hyperspectral …

Evaluation of expert systems techniques for classifying different stages of coffee rust infection in hyperspectral images

W Castro, J Oblitas, J Maicelo… - International Journal of …, 2018 - Springer
In this work, the use of expert systems and hyperspectral imaging in the determination of
coffee rust infection was evaluated. Three classifiers were trained using spectral profiles …