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 …

[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 …

Recent advances in data mining techniques and their applications in hyperspectral image processing for the food industry

Q Dai, DW Sun, Z Xiong, JH Cheng… - … Reviews in Food …, 2014 - Wiley Online Library
Hyperspectral imaging (HSI) facilitates better characterization of intrinsic and extrinsic
properties of foods by integrating traditional spectral and image techniques, in which careful …

Deep spectral-spatial features of near infrared hyperspectral images for pixel-wise classification of food products

H Zhu, A Gowen, H Feng, K Yu, JL Xu - Sensors, 2020 - mdpi.com
Hyperspectral imaging (HSI) emerges as a non-destructive and rapid analytical tool for
assessing food quality, safety, and authenticity. This work aims to investigate the potential of …

[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 …

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 …

[图书][B] Hyperspectral imaging for food quality analysis and control

DW Sun - 2010 - books.google.com
Based on the integration of computer vision and spectrscopy techniques, hyperspectral
imaging is a novel technology for obtaining both spatial and spectral information on a …

Application of hyperspectral technology in detection of agricultural products and food: A Review

M Zhu, D Huang, XJ Hu, WH Tong… - Food science & …, 2020 - Wiley Online Library
Food is the foundation of human survival. With the development and progress of society,
people increasingly focus on the problems of food quality and safety, which is closely related …

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 …

The applications of hyperspectral imaging technology for agricultural products quality analysis: A review

B Wang, J Sun, L Xia, J Liu, Z Wang, P Li… - Food Reviews …, 2023 - Taylor & Francis
With the improvement of people's living standard, the fast-increase demand for agricultural
products with high quality is endless. Therefore, developing accurate and rapid detection …