Application of machine learning to the monitoring and prediction of food safety: A review
X Wang, Y Bouzembrak, AO Lansink… - … Reviews in Food …, 2022 - Wiley Online Library
Abstract Machine learning (ML) has proven to be a useful technology for data analysis and
modeling in a wide variety of domains, including food science and engineering. The use of …
modeling in a wide variety of domains, including food science and engineering. The use of …
Deep learning approaches and interventions for futuristic engineering in agriculture
With shrinking natural resources and the climate challenges, it is foreseen that there will be
an imminent stress in agricultural outputs. Deep learning provides immense possibilities in …
an imminent stress in agricultural outputs. Deep learning provides immense possibilities in …
A data fusion approach on confocal Raman microspectroscopy and electronic nose for quantitative evaluation of pesticide residue in tea
A Sanaeifar, X Li, Y He, Z Huang, Z Zhan - Biosystems Engineering, 2021 - Elsevier
Highlights•The concentration of pesticide residue in tea was evaluated non-destructively.•
Electronic nose and confocal Raman microspectroscopy were used for the …
Electronic nose and confocal Raman microspectroscopy were used for the …
Effect of germ orientation during Vis-NIR hyperspectral imaging for the detection of fungal contamination in maize kernel using PLS-DA, ANN and 1D-CNN modelling
SM Mansuri, SK Chakraborty, NK Mahanti… - Food Control, 2022 - Elsevier
Fungal contamination of maize during pre and post-harvest is rampant and omnipresent.
Hyperspectral imaging (HSI) is a popular non-invasive technique for detection of fungal …
Hyperspectral imaging (HSI) is a popular non-invasive technique for detection of fungal …
Rapid detection of adulteration in desiccated coconut powder: Vis-NIR spectroscopy and chemometric approach
R Pandiselvam, NK Mahanti, MR Manikantan… - Food Control, 2022 - Elsevier
Adulteration of desiccated coconut powder (DCP) with coconut milk residue (CMR) is an
emerging problem in the coconut processing industry. Consumers and industries are …
emerging problem in the coconut processing industry. Consumers and industries are …
[HTML][HTML] Determination of aflatoxin B1 value in corn based on Fourier transform near-infrared spectroscopy: Comparison of optimization effect of characteristic …
T Liu, J He, W Yao, H Jiang, Q Chen - Lwt, 2022 - Elsevier
Abstract Aflatoxin B 1 (AFB 1) is an important cause of human liver cancer. This study
proposes a quantitative detection method for the AFB 1 in corn based on Fourier transform …
proposes a quantitative detection method for the AFB 1 in corn based on Fourier transform …
Integration of textural and spectral features of Raman hyperspectral imaging for quantitative determination of a single maize kernel mildew coupled with chemometrics
Y Long, W Huang, Q Wang, S Fan, X Tian - Food Chemistry, 2022 - Elsevier
Maize mildew is a common phenomenon and it is essential to detect the mildew of a single
maize kernel and prevent mildew from spreading around. In this study, a line-scanning …
maize kernel and prevent mildew from spreading around. In this study, a line-scanning …
A review of recent advances for the detection of biological, chemical, and physical hazards in foodstuffs using spectral imaging techniques
C Xie, W Zhou - Foods, 2023 - mdpi.com
Traditional methods for detecting foodstuff hazards are time-consuming, inefficient, and
destructive. Spectral imaging techniques have been proven to overcome these …
destructive. Spectral imaging techniques have been proven to overcome these …
Rapid determination of chemical compositions in chicken flesh by mining hyperspectral data
HJ He, Y Wang, X Ou, H Ma, H Liu, J Yan - Journal of Food Composition …, 2023 - Elsevier
Hyperspectral data in 900–1700 nm range was mined for rapid and non-destructive
determination of chicken chemical compositions. Hyperspectral images of chicken flesh …
determination of chicken chemical compositions. Hyperspectral images of chicken flesh …
Deep Learning Combined with Hyperspectral Imaging Technology for Variety Discrimination of Fritillaria thunbergii
Traditional Chinese herbal medicine (TCHM) plays an essential role in the international
pharmaceutical industry due to its rich resources and unique curative properties. The …
pharmaceutical industry due to its rich resources and unique curative properties. The …