1. A computer-implemented method for evaluating image data, the method comprising: accessing an image that includes a candidate face; generating a sharpness measure based on image data corresponding to the candidate face; evaluating the sharpness measure to determine a confidence score representing a likelihood that the candidate face corresponds to a human face; and accepting the candidate face when the confidence score compares in a predetermined manner to a confidence threshold.