Systems and method for comparing images are disclosed. In particular, certain disclosed embodiments relate to determining whether a user of a mobile device corresponds to a previously authenticated user, the user having been previously authenticated via an identity document. The determination may be made by accessing an integrated circuit component of the identity document, capturing a first image corresponding to a portion of the identity document containing a photographic image of the previously authenticated user, and capturing a second image corresponding to a user of the mobile device.