An image processing apparatus obtains at least three radiation images obtained based on radiation emitted onto an object, and corresponding to at least three types of energy, and separates a predetermined substance having a known attenuation coefficient in the object and a remaining substance other than the predetermined substance in the object, based on the at least three radiation images and calculating an effective atomic number of the remaining substance.