1. A method performed by a computing device for recognizing a blank image, comprising: receiving an indication of a video from which to select an image; selecting an image from the indicated video; creating an analysis image based on the selected image by detecting edges in the selected image; determining an edge ratio for the analysis image; determining whether the determining edge ratio exceeds a threshold; and when the determined edge ratio does not exceed the threshold, identifying the selected image as a blank image.