Three kinds of psychological approaches toward art are discussed. The first is the rating method, which is thought to be a standard but sharp probe to understand art from psychology. The second is a mathematical approach, in which, to understand line perspective better, a novel equation of coordinate transformation from the real world to the retinal coordinates is proposed. The third is an approach using visual illusion, which depends on a rule that the larger the illusion magnitude the more beautiful the image.