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Schematic of algorithmic flow for 4 classification methods explored. CC) Shows the deterministic matched-filter approach taken by the cross-correlation method LS) Shows the classification method of the non-negative linear least-squares approach utilizing known endmember XRD spectra SVM & SNN) Shows the training approach for the support vector machine and shallow neural network classifiers.
