A research review on deep learning combined with hyperspectral Imaging in multiscale agricultural sensing
Efficient and automated data acquisition techniques, as well as intelligent and accurate data
processing and analysis techniques, are essential for the advancement of precision …
processing and analysis techniques, are essential for the advancement of precision …
Innovative non-destructive technologies for quality monitoring of pineapples: Recent advances and applications
Background Pineapples are important tropical fruits which serve as a vital source of minerals
and have excellent nutritional composition. The quality evaluation of pineapple is an …
and have excellent nutritional composition. The quality evaluation of pineapple is an …
Identification of geographical origins of Radix Paeoniae Alba using hyperspectral imaging with deep learning-based fusion approaches
Abstract The Radix Paeoniae Alba (Baishao) is a traditional Chinese medicine (TCM) with
numerous clinical and nutritional benefits. Rapid and accurate identification of the …
numerous clinical and nutritional benefits. Rapid and accurate identification of the …
Direct identification and quantitation of protein peptide powders based on multi-molecular infrared spectroscopy and multivariate data fusion
XW Lin, R Liu, S Wang, JW Yang, NP Tao… - Journal of Agricultural …, 2023 - ACS Publications
Given that protein peptide powders (PPPs) from different biological sources were inherited
with diverse healthcare functions, which aroused adulteration of PPPs. A high-throughput …
with diverse healthcare functions, which aroused adulteration of PPPs. A high-throughput …
Exploring deep learning to predict coconut milk adulteration using FT-NIR and micro-NIR spectroscopy
Accurately identifying adulterants in agriculture and food products is associated with
preventing food safety and commercial fraud activities. However, a rapid, accurate, and …
preventing food safety and commercial fraud activities. However, a rapid, accurate, and …
Nondestructive determination of edible quality and watercore degree of apples by portable Vis/NIR transmittance system combined with CARS-CNN
Abstract Visible Near-infrared (Vis/NIR) transmittance spectroscopy has been employed to
evaluate various quality indicators of fruits, owing to the advantages of rapid non-destructive …
evaluate various quality indicators of fruits, owing to the advantages of rapid non-destructive …
Influence of lighting pattern and sample positioning on detection of moldy core disease in apples by NIR spectroscopy
H Li, N **ao, T Sun, D Hu - Food and Bioprocess Technology, 2024 - Springer
To enhance the precision of detecting moldy core disease in apples, near-infrared (NIR)
spectroscopy was employed for quickly and non-destructive detection. The impact of lighting …
spectroscopy was employed for quickly and non-destructive detection. The impact of lighting …
Advancing post-harvest fruit handling through AI-based thermal imaging: applications, challenges, and future trends
Recent advancements in imaging, electronics, and computer science have engendered
significant progress in non-destructive testing and quality monitoring within the agro-food …
significant progress in non-destructive testing and quality monitoring within the agro-food …
[HTML][HTML] Enhancing grain drying methods with hyperspectral imaging technology: A visualanalysis
This study proposes a recognition model for different drying methods of grain using
hyperspectral imaging technology (HSI) and multivariate analysis. Fresh harvested grain …
hyperspectral imaging technology (HSI) and multivariate analysis. Fresh harvested grain …
Utilisation of deep learning with multimodal data fusion for determination of pineapple quality using thermal imaging
Fruit quality is an important aspect in determining the consumer preference in the supply
chain. Thermal imaging was used to determine different pineapple varieties according to the …
chain. Thermal imaging was used to determine different pineapple varieties according to the …