Effect of germ orientation during Vis-NIR hyperspectral imaging for the detection of fungal contamination in maize kernel using PLS-DA, ANN and 1D-CNN modelling
Shekh Mukhtar Mansuri, Subir Kumar Chakraborty, Naveen Kumar Mahanti, R. Pandiselvam
Topics & Concepts
GermHyperspectral imagingContaminationConvolutional neural networkArtificial intelligencePattern recognition (psychology)Kernel (algebra)Mean squared errorLinear discriminant analysisComputer scienceArtificial neural networkOrientation (vector space)MathematicsStatisticsBiologyCombinatoricsMathematical analysisGeometryEcologySpectroscopy and Chemometric AnalysesSpectroscopy Techniques in Biomedical and Chemical ResearchAdvanced Chemical Sensor Technologies