Flexible sensing enabled agri-food cold chain quality control: A review of mechanism analysis, emerging applications, and system integration

W Huang, X Wang, J Xia, Y Li, L Zhang, H Feng… - Trends in Food Science …, 2023 - Elsevier
Background Traditional silicon-based sensors provide a viable solution for packaging,
detection, and quality control of agri-food in the cold chain. However, the limitations such as …

[HTML][HTML] E-sensing systems for shelf life evaluation: A review on applications to fresh food of animal origin

S Grassi, S Benedetti, E Casiraghi, S Buratti - Food Packaging and Shelf …, 2023 - Elsevier
The quality of fresh food of animal origin, as meat, fish, dairy products, and eggs, is pivotal
for consumers and producers; however, due to the action of microorganisms, enzymes, and …

[HTML][HTML] A review on meat quality evaluation methods based on non-destructive computer vision and artificial intelligence technologies

Y Shi, X Wang, MS Borhan, J Young… - Food science of …, 2021 - ncbi.nlm.nih.gov
Increasing meat demand in terms of both quality and quantity in conjunction with feeding a
growing population has resulted in regulatory agencies imposing stringent guidelines on …

The application of computer vision systems in meat science and industry–A review

M Modzelewska-Kapituła, S Jun - Meat science, 2022 - Elsevier
Computer vision systems (CVS) are applied to macro-and microscopic digital photographs
captured using digital cameras, ultrasound scanners, computer tomography, and wide-angle …

Evaluation on frozen shellfish quality by blockchain based multi-sensors monitoring and SVM algorithm during cold storage

H Feng, W Wang, B Chen, X Zhang - Ieee Access, 2020 - ieeexplore.ieee.org
IoT-enable monitoring can provide valuable information for the shellfish quality evaluation
during cold storage condition. However, IoT based information storage relies on the …

Non-destructive techniques for the analysis and evaluation of meat quality and safety: A review

X Wu, X Liang, Y Wang, B Wu, J Sun - Foods, 2022 - mdpi.com
With the continuous development of economy and the change in consumption concept, the
demand for meat, a nutritious food, has been dramatically increasing. Meat quality is tightly …

Analysis of beef quality according to color changes using computer vision and white-box machine learning techniques

CN Sánchez, MT Orvañanos-Guerrero… - Heliyon, 2023 - cell.com
The quality of beef products relies on the presence of a cherry red color, as any deviation
toward brownish tones indicates a loss in quality. Existing studies typically analyze …

WR-SVM model based on the margin radius approach for solving the minimum enclosing ball problem in support vector machine classification

A Rizwan, N Iqbal, R Ahmad, DH Kim - Applied Sciences, 2021 - mdpi.com
The generalization error of conventional support vector machine (SVM) depends on the ratio
of two factors; radius and margin. The traditional SVM aims to maximize margin but ignore …

Non-destructive detection of chicken freshness based on electronic nose technology and transfer learning

Y Xiong, Y Li, C Wang, H Shi, S Wang, C Yong, Y Gong… - Agriculture, 2023 - mdpi.com
As a non-destructive detection method, an electronic nose can be used to assess the
freshness of meats by collecting and analyzing their odor information. Deep learning can …

Pork primal cuts recognition method via computer vision

H Huang, W Zhan, Z Du, S Hong, T Dong, J She, C Min - Meat Science, 2022 - Elsevier
Pork accounts for more than 33% of global meat consumption and dominates meat
consumption in China. With the improvement of people's quality of life, people pay more and …