A method, apparatus, and computer readable recording medium for processing an image. The method includes detecting a face area and a blur area from an image; checking a degree of overlap between the face area and the blur area by comparing a location of the face area with a location of the blur area; and determining whether the image is an abnormal image according to the degree of overlap between the face area and the blur area.