REPORT marcel:rr07-07/IDIAP Google Portrait Marcel, Sébastien Abbet, Philip Guillemot, Maël EXTERNAL PUBLIC Idiap-Com-07-2007 2007 IDIAP This paper presents a system to retrieve and browse images from the Internet containing only one particular object of interest: the human face. This system, called Google Portrait, uses Google Image search engine to retrieve images matching a text query and filters images containing faces using a face detector. Results and ranked by portraits and a tagging module is provided to change manually the label attached to faces.