Patent ID: 11879778
Assignee: TECHNISCHE UNIVERSITäT DRESDEN
Field: Measurement (Instruments)
Classification: CPC G  A | IPC A  G

Claim 13:
14. The method according to claim 1, further comprising:
acquiring the spectral data via at least one optical device having at least one spectrometer;
storing the spectral data in at least two storage units;
performing the preprocessing of the spectral data by independently preprocessing respective spectral data stored in each storage unit;
separating and configuring the preprocessed spectra data as a training set and as a test set;
calculating the classification outputs using an iterative method and validating the classification outputs;
classifying the preprocessed spectral data of the training set using the classifiers;
placing the spectral data of the training set in a class of object information with an expression of probability for a class association;
calculating a classification result by calculating a median or by performing a cluster analysis to show a probability result for the training set;
classifying the preprocessed spectral data of the test set using the classifiers;
placing the spectral data of the test set in a class of object information with an expression of probability for a class association;
calculating a classification result by calculating a median or by performing a cluster analysis to show a probability result for the test set.