A method and a device are capable of assessing the quality of a coating of a component, such as a cylinder bore, by determining pore proportions and oxide proportions in different regions of the coating in real time. Based upon a plurality of captured individual images of the coating, average values of the pore proportions and the oxide proportions in the surface of the coating are calculated in real time for use in performing the quality assessment.