1. A system for classifying an image as a photograph or a graphic, comprising: a component that extracts a prevalent color histogram feature for an image, the prevalent color histogram feature being based on the number of pixels of the image that contain similar colors; and a classifier that classifies the image as a photograph or graphic based on the extracted prevalent color histogram feature.