Simultaneous determination of five micro-components in Chrysanthemum morifolium (Hangbaiju) using near-infrared hyperspectral imaging coupled with deep learning with wavelength selection
Juan He, Chu Zhang, Lei Zhou, Yong He
Topics & Concepts
Hyperspectral imagingPartial least squares regressionSpectroradiometerComputer scienceDimensionality reductionPattern recognition (psychology)RegressionFeature selectionSupport vector machineChrysanthemum morifoliumPrincipal component regressionConvolutional neural networkMultispectral imageArtificial intelligenceSelection (genetic algorithm)Near-infrared spectroscopyPrincipal component analysisBiological systemMathematicsOpticsStatisticsMachine learningPhysicsBotanyBiologyReflectivitySpectroscopy and Chemometric AnalysesSpectroscopy Techniques in Biomedical and Chemical ResearchAdvanced Chemical Sensor Technologies