Abstract: A method (200) for registering a new account of a user of a verification software by using a mobile device (108) equipped with a camera (110) and a display (112). The method (200) may comprise capturing (202) a first image of a front side (702) of a physical ID card (700) by using the camera (110), wherein the physical ID card (700) comprises a text (704), comprising user information, and an ID photo (706) depicting the user's face, extracting (204) the user information from the text (704) and ID face features from the ID photo (706), presenting (206) the user information to the user on the display (112), capturing (208) a reference photo of the user's face by using the camera (110), extracting (210) reference face features from the reference photo, comparing (212) the reference face features and the ID face features, if a match (214) is found, forming (216) a face template by using the reference face features and storing (218) the face template together with the user information.