• This face database was created by the Tarrlab at Brown University. We are working towards approximately 50 images each for 150 individuals. The image database will consist of many different races with consistent lighting, multiple views, real emotions, and disguises (and many participants returned for a second session several weeks later with a haircut, or a new beard, etc.). • Our combined Release (1.0/2.0) consists of 58 female, 51 male Caucasian faces, 36 female, 19 male Asian faces, 12 female, 10 male African-American faces. • Funding provided by NSF award 0339122. Links to other face databases may be found at: http://www.tarrlab.org/stimuli/faces •