1. An image evaluation device comprising: an image acquisition section that acquires an input image to be evaluated; a noise image generation section that generates a noise image that emphasizes noise included in the input image and having a particular spatial frequency that correlates with human perception; a statistic value acquisition section that acquires a predetermined type statistic value from the noise image; and a noise amount specification section that specifies an amount of noise in the input image on the basis of the statistic value.