[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 …
the years. Hyperspectral imaging is one of the important non-destructive quality testing …
Efficient extraction of deep image features using convolutional neural network (CNN) for applications in detecting and analysing complex food matrices
Background The development of techniques and methods for rapidly and reliably detecting
and analysing food quality and safety products is of significance for the food industry …
and analysing food quality and safety products is of significance for the food industry …
Applications of machine learning techniques for enhancing nondestructive food quality and safety detection
In considering the need of people all over the world for high-quality food, there has been a
recent increase in interest in the role of nondestructive and rapid detection technologies in …
recent increase in interest in the role of nondestructive and rapid detection technologies in …
Emerging non-destructive imaging techniques for fruit damage detection: Image processing and analysis
NK Mahanti, R Pandiselvam, A Kothakota… - Trends in Food Science …, 2022 - Elsevier
Background Fruits are vulnerable to mechanical damages and physiological disorders
caused by the static and dynamic forces acting on them during transportation and abiotic …
caused by the static and dynamic forces acting on them during transportation and abiotic …
Application of high-intensity ultrasound to improve food processing efficiency: A review
The use of non-thermal processing technologies has grown in response to an ever-
increasing demand for high-quality, convenient meals with natural taste and flavour that are …
increasing demand for high-quality, convenient meals with natural taste and flavour that are …
[HTML][HTML] Novel nonthermal and thermal pretreatments for enhancing drying performance and improving quality of fruits and vegetables
Background Fruits and vegetables are an essential class of food with enormous nutritional
and commercial gains. With the surge in interest for nutraceuticals, the demand for high …
and commercial gains. With the surge in interest for nutraceuticals, the demand for high …
Hyperspectral imaging and machine learning in food microbiology: Developments and challenges in detection of bacterial, fungal, and viral contaminants
Hyperspectral imaging (HSI) is a robust and nondestructive method that can detect foreign
particles such as microbial, chemical, and physical contamination in food. This review …
particles such as microbial, chemical, and physical contamination in food. This review …
[HTML][HTML] Rapid and noninvasive sensory analyses of food products by hyperspectral imaging: Recent application developments
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 …
sight, sound, taste, smell, and touch. The traditional methods for the analysis of sensory …
Novel techniques for evaluating freshness quality attributes of fish: A review of recent developments
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 …
as well as in international trade and foreign exchange earner. Due to the abundant …
[HTML][HTML] Smart applications and digital technologies in viticulture: A review
J Tardaguila, M Stoll, S Gutiérrez, T Proffitt… - Smart Agricultural …, 2021 - Elsevier
It is important to continuously monitor the long-term impact of viticultural management
practices and assess opportunities for improving the environmental footprint of vineyard …
practices and assess opportunities for improving the environmental footprint of vineyard …