A matching apparatus for characterising the human face in order to facilitate the search for people with similar faces. The apparatus uses 3D modelling of a variety of image sources including video to characterise a subject's face using a set of parameters. These parameters are then used to identify other people or image sources which have a set of parameters which are similar to the subject's. Feedback from the users is used to improve future matching.