I think that was an important and deliberate part of the research. The images in the article were specifically created to show the subtle facial features they were interested in.

Sure if someone has a fat face and unkempt facial hair or a swastika tattoo on their forehead then you will make conscious and unconscious judgements about them. But the study seems to show clear bias without such prominent clues.