Capturing and sharing images of ourselves and others has given rise to many applications and much human-computer interaction research. Social media has made it faster and easier than ever to share such photos, with "selfies", or photographs taken of oneself, invading popular culture. In this workshop, we will bring together researchers studying images of people in the context of HCI, whether thru mining such data, analyzing its use, or creating novel UIs for such.