Before And After Photoshops

George Clooney and Kim Kardashian have never looked frumpier. Concerned about the negative psychological impact of deceitful media images, Dartmouth Professor Hany Farid has developed an algorithm to determine how much a photo has been manipulated through digital chicanery. Here are the worst offenders from his study.