Developing deep learning based regression approaches for prediction of firmness and pH in Kyoho grape using Vis/NIR hyperspectral imaging
Min Xu, Jun Sun, Kunshan Yao, Qiang Cai, Jifeng Shen, Yan Tian, Xin Zhou
Topics & Concepts
Hyperspectral imagingPartial least squares regressionArtificial intelligenceComputer sciencePattern recognition (psychology)Support vector machineDeep learningNear-infrared spectroscopyMathematicsMachine learningPhysicsOpticsSpectroscopy and Chemometric AnalysesAdvanced Chemical Sensor TechnologiesHorticultural and Viticultural Research