Method for authenticating a banknote having at least one printed area on the substrate thereof

A method for authenticating a banknote (01) having at least one printed area (02) on the substrate (03) thereof, an optoelectronic capturing device (06) capturing the at least one area (02) that is printed on the respective substrate (03) of each of a plurality of copies (a;

• b;
• c) of the same type of banknote (01) to be authenticated and providing raw image data to a processor unit (08) for visualizing the respective captured printed area (02) in the form of an image (04) on a display device (09) that is connected to the processor unit (08) for data purposes;
• the processor unit (08) partitioning the respective image (04) into a plurality of regions of interest (ROIs) and transforming the raw image data of each of these ROIs by means of a transformation device (11) to a respective vector (Fm, where m=1, 2, 3, . . . ), each comprising a plurality of elements;
• the respective elements of each of these vectors (Fm, where m=1, 2, 3, . . . ) being extracted in the processor unit (08) by the execution of a first mathematical operation from the raw image data of the image (04) of the printed area (02) of the relevant copy (a;
• b;
• c) of the banknote (01) which belong to a certain ROI and are provided by the optoelectronic capturing device (06);
• each element of the vectors (Fm, where m=1, 2, 3, . . . ) transformed from the ROIs of a certain image (04) in each case characterizing exactly one feature in the relevant ROI;
• different elements of the respective vector (Fm, where m=1, 2, 3, . . . ) each characterizing differing features in the relevant ROI;
• all vectors (Fm, where m=1, 2, 3, . . . ) transformed from the ROIs of a certain image (04) being concatenated by means of a second mathematical operation executed in the processor unit (08) to form a single vector (Fi, where i=1, 2, 3, . . . ) that comprehensively represents the relevant image (04);
• the vectors (Fi, where i=1, 2, 3, . . . ) which are obtained from a plurality of copies (a;
• b;
• c) of this type of banknote (01) to be authenticated and each comprehensively represent the relevant image (04) being arranged in a matrix (M) by means of the processor unit (08);
• identical features from the relevant ROIs being each arranged in the columns of the relevant matrix (M);
• in the relevant matrix (M), the features that ensure the highest possible accuracy during the intended authentication of a certain banknote (01) being selected by the processor unit (08) analyzing, as a result of the execution of at least one third mathematical operation, the contribution that features from the relevant ROIs which are arranged in a certain column of the matrix (M) each provide for the authentication of a certain type of banknote (01);
• a correlation between each of these features and a class vector being determined by the third mathematical operation;
• the class vector containing a previously defined first measure for a genuine, authentic banknote (01) and a previously defined second measure, which differs from the first, for a counterfeit banknote (01) as class information;
• the processor unit (08) eliminating from the relevant matrix (M) at least in each case those features which are not suitable for authenticating the relevant type of banknote (01) and thereby creating an adjusted new matrix (Mn), in which differing features are selectively available for the authentication of the certain type of banknote (01);
• differently selected features each forming a classification model (KM);
• and the authentication of a banknote (01) to be presently authenticated being carried out using a plurality of classification models (KMx, where x=1, 2, 3, . . . ).