You’re right. Obama, the lady above the kid and definitely the guy right in front of Obama look like they’re painted in, as well.
Yes, I noticed that the first time I saw this photo a couple of weeks ago. They may have artificially 'enhanced' the coloring of these people so to make the girl blend in better. She was almost certainly added in.