Food quality 4.0: From traditional approaches to digitalized automated analysis

A Hassoun, S Jagtap, G Garcia-Garcia… - Journal of Food …, 2023 - Elsevier
Food quality has recently received considerable attention from governments, researchers,
and consumers due to the increasing demand for healthier and more nutritious food …

A comprehensive review on freshness of fish and assessment: Analytical methods and recent innovations

PK Prabhakar, S Vatsa, PP Srivastav… - Food research …, 2020 - Elsevier
Fish, a highly nutritious, containing a good amount of protein and fatty acids, has TMA and
TVB-N present as major factors responsible for quality deterioration during storage and …

Food processing 4.0: Current and future developments spurred by the fourth industrial revolution

A Hassoun, S Jagtap, H Trollman, G Garcia-Garcia… - Food Control, 2023 - Elsevier
Abstract “Food processing 4.0” concept denotes processing food in the current digital era by
harnessing fourth industrial revolution (called Industry 4.0) technologies to improve quality …

Novel techniques for evaluating freshness quality attributes of fish: A review of recent developments

L Wu, H Pu, DW Sun - Trends in food science & technology, 2019 - Elsevier
Background Fishery plays an important role in providing abundant nutrition for consumers
as well as in international trade and foreign exchange earner. Due to the abundant …

Extraction of spectral information from hyperspectral data and application of hyperspectral imaging for food and agricultural products

L Ravikanth, DS Jayas, NDG White, PG Fields… - Food and bioprocess …, 2017 - Springer
Hyperspectral imaging is built with the aggregation of imaging, spectroscopy and
radiometric techniques. This technique observes the sample behaviour when it is exposed …

Partial least squares regression (PLSR) applied to NIR and HSI spectral data modeling to predict chemical properties of fish muscle

JH Cheng, DW Sun - Food engineering reviews, 2017 - Springer
Partial least squares regression (PLSR) is a classical and widely used linear method for
modeling of spectral data. Measurement of fish chemical properties has been playing an …

Quality changes and deterioration mechanisms in three parts (belly, dorsal and tail muscle) of tilapia fillets during partial freezing storage

Y Shi, P Wei, Q Shi, J Cao, K Zhu, Z Liu, D Zhou… - Food Chemistry, 2022 - Elsevier
The quality changes in tilapia belly muscle (BM), dorsal muscle (DM) and tail muscle (TM)
were studied and the hypothesis of browning of the fillets was revealed during partial …

Recent advances in muscle food safety evaluation: Hyperspectral imaging analyses and applications

H Pu, Q Wei, DW Sun - Critical Reviews in Food Science and …, 2023 - Taylor & Francis
As there is growing interest in process control for quality and safety in the meat industry, by
integrating spectroscopy and imaging technologies into one system, hyperspectral imaging …

Evaluation of the total volatile basic nitrogen (TVB-N) content in fish fillets using hyperspectral imaging coupled with deep learning neural network and meta-analysis

M Moosavi-Nasab, S Khoshnoudi-Nia, Z Azimifar… - Scientific reports, 2021 - nature.com
Abstract Recently, hyperspectral-imaging (HSI), as a rapid and non-destructive technique,
has generated much interest due to its unique potential to monitor food quality and safety …

Variable selection in the chemometric treatment of food data: A tutorial review

A de Araújo Gomes, SM Azcarate, PHGD Diniz… - Food chemistry, 2022 - Elsevier
Food analysis covers aspects of quality and detection of possible frauds to ensure the
integrity of the food. The arsenal of analytical instruments available for food analysis is broad …