Imaging spectroscopy and machine learning for intelligent determination of potato and sweet potato quality
Imaging spectroscopy has emerged as a reliable analytical method for effectively
characterizing and quantifying quality attributes of agricultural products. By providing …
characterizing and quantifying quality attributes of agricultural products. By providing …
Recent developments in vibrational spectral analyses for dynamically assessing and monitoring food dehydration processes
Dehydration is one of the most widely used food processing techniques, which is
sophisticated in nature. Rapid and accurate prediction of dehydration performance and its …
sophisticated in nature. Rapid and accurate prediction of dehydration performance and its …
Vis-NIR hyperspectral imaging along with Gaussian process regression to monitor quality attributes of apple slices during drying
Abstract Hyperspectral images (400–1700 nm) of apple slices during the hot-air drying were
acquired. The fusion of spectral data and Gaussian Process Regression (GPR) successfully …
acquired. The fusion of spectral data and Gaussian Process Regression (GPR) successfully …
Monitoring the hot-air drying process of organically grown apples (cv. Gala) using computer vision
The feasibility of using a computer-vision (CV) system embedded in a hot-air dryer for non-
destructive and real-time monitoring of the drying behaviour of organic apples was …
destructive and real-time monitoring of the drying behaviour of organic apples was …
[HTML][HTML] Computer vision-based smart monitoring and control system for food drying: A study on carrot slices
SSN Chakravartula, A Bandiera, M Nardella… - … and Electronics in …, 2023 - Elsevier
Convective dryer embedded with computer vision (CV) system and load cell was used to
continuously monitor carrot slices that are either unblanched or blanched (90° C for 2 min) …
continuously monitor carrot slices that are either unblanched or blanched (90° C for 2 min) …
Rapid screen of the color and water content of fresh-cut potato tuber slices using hyperspectral imaging coupled with multivariate analysis
Q Xiao, X Bai, Y He - Foods, 2020 - mdpi.com
Color index and water content are important indicators for evaluating the quality of fresh-cut
potato tuber slices. In this study, hyperspectral imaging combined with multivariate analysis …
potato tuber slices. In this study, hyperspectral imaging combined with multivariate analysis …
[HTML][HTML] Comparative analysis of methods and model prediction performance evaluation for continuous online non-invasive quality assessment during drying of …
L Shrestha, SOJ Crichton, B Kulig, B Kiesel… - Thermal Science and …, 2020 - Elsevier
Quality attributes such as moisture content, colour parameters and shrinkage of apples
change undesirably during the drying process. Drying is a highly dynamic process, thus, an …
change undesirably during the drying process. Drying is a highly dynamic process, thus, an …
A review of the use of Near-Infrared Hyperspectral Imaging (NIR-HSI) techniques for the non-destructive quality assessment of root and tuber crops
Hyperspectral imaging (HSI) is one of the most often used techniques for rapid quality
evaluation for various applications. It is a non-destructive technique that effectively evaluates …
evaluation for various applications. It is a non-destructive technique that effectively evaluates …
Advanced analysis of roots and tubers by hyperspectral techniques
Hyperspectral techniques in terms of spectroscopy and hyperspectral imaging have become
reliable analytical tools to effectively describe quality attributes of roots and tubers (such as …
reliable analytical tools to effectively describe quality attributes of roots and tubers (such as …
A Systematized Review on the Applications of Hyperspectral Imaging for Quality Control of Potatoes
CM Peraza-Alemán, A López-Maestresalas, C Jarén… - Potato Research, 2024 - Springer
The application of hyperspectral imaging (HSI) has gained significant importance in the past
decade, particulary in the context of food analysis, including potatoes. However, the current …
decade, particulary in the context of food analysis, including potatoes. However, the current …