1. A method of predicting high-frequency image information by using an image processor, the method comprising: determining a shooting area, which is a high-frequency area that includes an overly-restored high-frequency component, in an input image; determining a high-frequency component of an area other than the shooting area in the input image by using a first deterioration model; and determining a high-frequency component of the shooting area by using a second deterioration model.