1. An image processing apparatus comprising: an image analyzing unit that acquires a model parameter by modeling distribution of pixel values of an image with a probability distribution model; a tone-curve generating unit that generates a tone curve on the basis of control information in which the model parameter acquired from the image to be processed is associated with a target value of the model parameter; and an image correcting unit that corrects the image to be processed by using the tone curve.