Application and interpretation of deep learning methods for the geographical origin identification of <i>Radix Glycyrrhizae</i> using hyperspectral imaging
Tianying Yan, Long Duan, Xiaopan Chen, Pan Gao, Wei Xu
Abstract
Hyperspectral imaging provides an effective way to identify the geographical origin of <italic>Radix Glycyrrhizae</italic> to assess its quality.
Topics & Concepts
Hyperspectral imagingPattern recognition (psychology)Artificial intelligenceRadix (gastropod)Convolutional neural networkComputer scienceSupport vector machineDeep learningLinear discriminant analysisNear-infrared spectroscopyPhysicsBiologyBotanyQuantum mechanicsMetabolomics and Mass Spectrometry StudiesTraditional Chinese Medicine StudiesSpectroscopy and Chemometric Analyses