Food traceability 4.0 as part of the fourth industrial revolution: key enabling technologies

A Hassoun, N Alhaj Abdullah… - Critical Reviews in …, 2024 - Taylor & Francis
Abstract Food Traceability 4.0 (FT 4.0) is about tracing foods in the era of the fourth industrial
revolution (Industry 4.0) with techniques and technologies reflecting this new revolution …

Advances in machine learning and hyperspectral imaging in the food supply chain

Z Kang, Y Zhao, L Chen, Y Guo, Q Mu… - Food Engineering …, 2022 - Springer
Food quality and safety are the essential hot issues of social concern. In recent years, there
has been a growing demand for real-time food information, and non-destructive testing is …

Prediction of oil content in single maize kernel based on hyperspectral imaging and attention convolution neural network

L Zhang, D An, Y Wei, J Liu, J Wu - Food Chemistry, 2022 - Elsevier
An attention (A) based convolutional neural network regression (CNNR) model, namely
ACNNR, was proposed to combine hyperspectral imaging to predict oil content in single …

Portable NIR spectroscopy: The route to green analytical chemistry

G Gullifa, L Barone, E Papa, A Giuffrida… - Frontiers in …, 2023 - frontiersin.org
There is a growing interest for cost-effective and nondestructive analytical techniques in both
research and application fields. The growing approach by near-infrared spectroscopy (NIRs) …

Assessment of protein content and insect infestation of maize seeds based on on-line near-infrared spectroscopy and machine learning

Z Wang, W Huang, J Li, S Liu, S Fan - Computers and Electronics in …, 2023 - Elsevier
Maize is one of the most important crops in the world. The protein content and insect
infestation significantly influence seed vigor and growth. Therefore, it is vital to detect the …

[HTML][HTML] Portable NIR spectrometer and chemometric tools for predicting quality attributes and adulteration levels in butteroil

ML da Silva Medeiros, YL Brasil, LJP Cruz-Tirado… - Food control, 2023 - Elsevier
Butteroil is valuable product appreciated for its sensory characteristics, economic
importance, and social/cultural significance, as it has similarities in several regions of the …

Portable near-infrared (NIR) spectrometer and chemometrics for rapid identification of butter cheese adulteration

ML da Silva Medeiros, AF Lima, MC Gonçalves… - Food Chemistry, 2023 - Elsevier
Artisanal cheeses are highly valued around the world for their distinct sensory
characteristics, thus being prone to adulteration by substituting authentic material for …

Protein and lipid content estimation in soybeans using Raman hyperspectral imaging

R Aulia, HZ Amanah, H Lee, MS Kim, I Baek… - Frontiers in Plant …, 2023 - frontiersin.org
Unlike standard chemical analysis methods involving time-consuming, labor-intensive, and
invasive pretreatment procedures, Raman hyperspectral imaging (HSI) can rapidly and non …

[HTML][HTML] The role of near-infrared spectroscopy in food quality assurance: A review of the past two decades

M Fodor, A Matkovits, EL Benes, Z Jókai - Foods, 2024 - pmc.ncbi.nlm.nih.gov
During food quality control, NIR technology enables the rapid and non-destructive
determination of the typical quality characteristics of food categories, their origin, and the …

Hyperspectral image analysis for the evaluation of chilling injury in avocado fruit during cold storage

X Guo, C Tseung, A Zare, T Liu - Postharvest Biology and Technology, 2023 - Elsevier
Many vegetables and fruit are sensitive to storage at lower temperatures and experience
chilling injury that can result in internal disorder, leading to postharvest waste and economic …