An image processing apparatus includes image memory that stores an image; character recognition rate acquisition unit that segments the image stored in the image memory into a plurality of partial images and acquiring a character recognition rate for each partial image; image quality assessment unit that calculates a parameter showing the image quality of the image based on the character recognition rates of the plural partial images acquired by the character recognition rate acquisition unit; and output unit that outputs assessment results obtained by the image quality assessment unit.