1. An information processing apparatus for calculating an evaluation value representing quality of a moving image, comprising: a first acquisition unit configured to acquire data of an input moving image that includes a chart image in each frame image; a second acquisition unit configured to acquire position information representing a position of the chart image in each frame image of the input moving image; a cutout unit configured to cut out, from each frame image of the input moving image, a partial image including the chart image based on the position information and generate a converted moving image having the cutout partial image as a frame image; a third acquisition unit configured to acquire a frequency component value obtained by frequency-converting the chart image in a spatial direction; a conversion unit configured to frequency-convert the converted moving image at least in a temporal direction and the spatial direction; and a calculation unit configured to calculate the evaluation value based on a frequency component value in the spatial direction obtained by said conversion unit, a frequency component value in the temporal direction obtained by said conversion unit, and the frequency component value obtained by said third acquisition unit.