it's REALLY hard to recognize a face when it's upside down, I saw lots of those pictures before and always thought there was nothing wrong with the face - then it turned around and the eyes were like the wrong way around and everything was just distorted and ugly, without me even noticing ^^
RE: How Does Our Brain Recognize Faces?!