1. A method for maintaining associations between profiles and objects in an object recognition system, wherein a profile comprises a set of identifying information extracted from an image set associated with the profile, comprising the computer-implemented steps of: automatically creating a first association between a first stored profile and a first object; automatically creating a second association between a second stored profile and the first object; providing a view of the image sets associated with the first and second stored profiles to a user; receiving feedback from the user about the second association; and modifying the second association in accordance with the received feedback.