It would depend on who it was - if it was a celebrity who courts publicity (like Ms. Price) I would have no hesitation. If, however, it was someone who actively avoids publicity, I wouldn't.
Which would, of course, be a mistake, since a photo of someone who keeps a very low profile would be...