Living With Face Blindness - Prosopagnosia is a condition that can make it impossible to recognize the faces of others, from friends to movie characters to parents. To varying degrees, it affects about two percent of people.

http://www.theatlantic.com/health/archive/2013/09/living-with-face-blindness/279898/