A method for creating a representation of a fingerprint is disclosed. The method comprises creating unique pairs of minutiae points identified in the fingerprint, each pair of minutiae points being represented by a distance between the minutiae points and by angles associated with the respective minutiae points included in the pair. Moreover, methods are disclosed for use in checking a person's identity and in creating reference data for checking a person's identify. Moreover, computer program products and devices for carrying out the methods are disclosed.