Quality assessment of grain samples using spectra analysis

► Quality assessment of grain samples using spectra analysis was investigated. ► Tools for feature extraction and data dimensionality reduction were proposed. ► Classifiers for class areas approximation were developed and investigated. ► Results from INTECHN platform and reference Unscrambler were compared. ► The efficiency of the developed procedures was confirmed experimentally.