Analysis of the spectral and textural features of hyperspectral images for the nondestructive prediction of amylopectin and amylose contents of sorghum
Haoping Huang, Fei Xue, Xinjun Hu, Jianping Tian, Jie Ju, Huibo Luo, Dan Huang
Topics & Concepts
AmylopectinHyperspectral imagingAmyloseSorghumArtificial intelligenceChemometricsData cubeExtreme learning machinePrincipal component analysisPattern recognition (psychology)Partial least squares regressionArtificial neural networkBiological systemComputer scienceMathematicsMaterials scienceChemistryMachine learningFood scienceData miningStarchAgronomyBiologySpectroscopy and Chemometric AnalysesMeat and Animal Product QualityPhytochemicals and Antioxidant Activities