With Faces, after you've named a person whose photos appear in your library, iPhoto continues to use face detection and recognition to find matching faces, including those in newly imported photos. The resulting matched faces will show up as recommendations when in Confirm Additional Faces mode. Note: This article is for iPhoto �11. For iPhoto �09 instructions, please see iPhoto '09: Faces not detecting all images of a person in your library? instead.