Application, challenges and future prospects of recent nondestructive techniques based on the electromagnetic spectrum in food quality and safety

R Fakhlaei, AA Babadi, C Sun, NM Ariffin, A Khatib… - Food Chemistry, 2024 - Elsevier
Safety and quality aspects of food products have always been critical issues for the food
production and processing industries. Since conventional quality measurements are …

Recent advances on artificial intelligence-based approaches for food adulteration and fraud detection in the food industry: Challenges and opportunities

P Das, AB Altemimi, PC Nath, M Katyal, RK Kesavan… - Food Chemistry, 2024 - Elsevier
Food adulteration is the deceitful practice of misleading consumers about food to profit from
it. The threat to public health and food quality or nutritional valuable make it a major issue …

Detection of early bruises on apples using near‐infrared camera imaging technology combined with adaptive threshold segmentation algorithm

M Tian, J Zhang, Z Yang, M Li, J Li… - Journal of Food Process …, 2024 - Wiley Online Library
Apples are highly susceptible to bruising during picking, packing, and transportation, and
early detection of apple bruises allows timely screening and treatment to reduce food safety …

A detection method of oil content for maize kernels based on CARS feature selection and deep sparse autoencoder feature extraction

D Yang, J Hu - Industrial Crops and Products, 2024 - Elsevier
To achieve accurate, rapid, and non-destructive oil content determination in maize, a neural
fitting model that combines feature selection and feature extraction is proposed. Competitive …

[HTML][HTML] Classifying adaxial and abaxial sides of diseased citrus leaves with selected hyperspectral bands and YOLOv8

Q Frederick, T Burks, PK Yadav, J Qin, M Kim… - Smart Agricultural …, 2024 - Elsevier
Huanglongbing (HLB; citrus greening) and citrus canker are invasive diseases afflicting
Florida citrus groves, causing financial losses through yield loss, smaller fruit, blemishes …

[HTML][HTML] Supervised Hyperspectral Band Selection Using Texture Features for Classification of Citrus Leaf Diseases with YOLOv8

Q Frederick, T Burks, JA Watson, PK Yadav, J Qin… - Sensors, 2025 - mdpi.com
Citrus greening disease (HLB) and citrus canker cause financial losses in Florida citrus
groves via smaller fruits, blemishes, premature fruit drop, and/or eventual tree death …

Postharvest Science and Technologies for Handling Pomegranates (Punica granatum L.)

UL Opara, IO Ogra - … Advances in Postharvest Technologies, Volume 2 …, 2024 - Springer
Pomegranate (Punica granatum L.) is categorized as a tropical fruit, and it is popularly
believed by many botanists to have originated from the Caucasus, the Caspian Sea, and the …

Hyperspectral imaging and related machine learning for postharvest bruise damage detection and analysis of fresh food produce

UL Opara, EE Okere, A Ambaw - Mechanical Damage in Fresh …, 2024 - Springer
During the past couple of decades, the technique of hyperspectral imaging (HSI) has
developed rapidly and successfully applied as a novel non-destructive tool for fresh produce …

Bruise Damage Susceptibility of Banana

UL Opara, PB Pathare - Mechanical Damage in Fresh Horticultural …, 2024 - Springer
Banana is the most widely consumed and traded fruit globally. The presence of mechanical
damage, especially bruise damage, is a major quality defect affecting the handling and …