Method Superior to Traditional Spectral Identification: FT-NIR Two-Dimensional Correlation Spectroscopy Combined with Deep Learning to Identify the Shelf Life of Fresh <i>Phlebopus portentosus</i>
Li Wang, Jieqing Li, Tao Li, Honggao Liu, Yuanzhong Wang
Abstract
. This method may become a promising rapid analysis tool, which can quickly identify the shelf life of fresh edible mushrooms.
Topics & Concepts
Artificial intelligenceMachine learningShelf lifeSupport vector machinePartial least squares regressionExtreme learning machineLinear discriminant analysisMathematicsFood scienceDeep learningIdentification (biology)Pattern recognition (psychology)Computer scienceNear-infrared spectroscopyChemistryArtificial neural networkPhysicsBiologyBotanyQuantum mechanicsSpectroscopy and Chemometric AnalysesSpectroscopy Techniques in Biomedical and Chemical ResearchAdvanced Chemical Sensor Technologies