A review of the emerging technologies and systems to mitigate food fraud in supply chains

I Fernando, J Fei, S Cahoon… - Critical Reviews in Food …, 2024 - Taylor & Francis
Food fraud has serious consequences including reputational damage to businesses, health
and safety risks and lack of consumer confidence. New technologies targeted at ensuring …

Near-infrared hyperspectral imaging pipelines for pasture seed quality evaluation: An overview

P Reddy, KM Guthridge, J Panozzo, EJ Ludlow… - Sensors, 2022 - mdpi.com
Near-infrared (800–2500 nm; NIR) spectroscopy coupled to hyperspectral imaging (NIR-
HSI) has greatly enhanced its capability and thus widened its application and use across …

Hyperspectral image classification based on superpixel pooling convolutional neural network with transfer learning

F Xie, Q Gao, C Jin, F Zhao - Remote sensing, 2021 - mdpi.com
Deep learning-based hyperspectral image (HSI) classification has attracted more and more
attention because of its excellent classification ability. Generally, the outstanding …

Classification of multi-spectral data with fine-tuning variants of representative models

TRV Lakshmi, CVK Reddy, P Kora, K Swaraja… - Multimedia Tools and …, 2024 - Springer
Due to rapid urbanization, agriculture drought, and environmental pollution, significant
efforts have been focused on land use and land cover (LULC) multi-spectral scene …

Field Application of a Vis/NIR hyperspectral imaging system for nondestructive evaluation of physicochemical properties in 'Madoka'peaches

KE Jang, G Kim, MH Shin, JG Cho, JH Jeong, SK Lee… - Plants, 2022 - mdpi.com
Extensive research has been performed on the in-field nondestructive evaluation (NDE) of
the physicochemical properties of 'Madoka'peaches, such as chromaticity (a*), soluble solids …

Precision variety identification of shelled and in-shell pecans using hyperspectral imaging with machine learning

E Olaniyi, C Kucha, P Dahiya, A Niu - Infrared Physics & Technology, 2024 - Elsevier
Pecans are essential nuts containing polyunsaturated fatty acids and dietary fiber which
offer health benefits to humans. They are exported and sold in both in-shell and shelled …

Progress in almond quality and sensory assessment: an overview

R Massantini, MT Frangipane - Agriculture, 2022 - mdpi.com
World production of shelled almonds has reached 3.2 million tonnes (FAO 2020). Almond
production has grown during the last decennium, also because of the consumer conviction …

[HTML][HTML] An efficient method for the rapid detection of industrial paraffin contamination levels in rice based on hyperspectral imaging

Z Wang, Z Fu, W Weng, D Yang, J Wang - LWT, 2022 - Elsevier
The addition of industrial paraffin to rice is an important food safety issue, which brings
potential risks to human health. Therefore, an efficient and rapid method for detecting …

[HTML][HTML] Hyperspectral Imaging Aiding Artificial Intelligence: A Reliable Approach for Food Qualification and Safety

M Nikzadfar, M Rashvand, H Zhang, A Shenfield… - Applied Sciences, 2024 - mdpi.com
Hyperspectral imaging (HSI) is one of the non-destructive quality assessment methods
providing both spatial and spectral information. HSI in food quality and safety can detect the …

Identification of rice-weevil (Sitophilus oryzae L.) damaged wheat kernels using multi-angle NIR hyperspectral data

L Zhang, H Sun, H Li, Z Rao, H Ji - Journal of Cereal Science, 2021 - Elsevier
Rice-weevil (RW) has great harm to wheat kernels, when the RW-damaged wheat kernels
are mixed into the sound wheat kernels, the quality of wheat products will be seriously …