[HTML][HTML] Rapid assessment of heavy metal accumulation capability of Sedum alfredii using hyperspectral imaging and deep learning
Y Lu, L Nie, X Guo, T Pan, R Chen, X Liu, X Li… - Ecotoxicology and …, 2024 - Elsevier
Hyperaccumulators are the material basis and key to the phytoremediation of heavy metal
contaminated soils. Conventional methods for screening hyperaccumulators are highly …
contaminated soils. Conventional methods for screening hyperaccumulators are highly …
Hyperspectral imaging predicts macadamia nut-in-shell and kernel moisture using machine vision and learning tools
Tree nuts are a convenient and nutritious food source and recently considerable attention
has been placed on quality assessment to provide high quality nuts and improve consumer …
has been placed on quality assessment to provide high quality nuts and improve consumer …
[HTML][HTML] Hyperspectral imaging predicts free fatty acid levels, peroxide values, and linoleic acid and oleic acid concentrations in tree nut kernels
Imaging technologies are advancing rapidly in food processing systems to reduce food
waste. However, modelling techniques, sample sizes and dataset proportioning methods …
waste. However, modelling techniques, sample sizes and dataset proportioning methods …
[HTML][HTML] Predicting Carbohydrate Concentrations in Avocado and Macadamia Leaves Using Hyperspectral Imaging with Partial Least Squares Regressions and …
Carbohydrate levels are important regulators of the growth and yield of tree crops. Current
methods for measuring foliar carbohydrate concentrations are time consuming and …
methods for measuring foliar carbohydrate concentrations are time consuming and …
The Potential for Hyperspectral Imaging and Machine Learning to Classify Internal Quality Defects in Macadamia Nuts.
Tree nuts are rich in nutrients, and global production and consumption have doubled during
the last decade. However, nuts have a range of quality defects that must be detected and …
the last decade. However, nuts have a range of quality defects that must be detected and …