There's a difference between the brain omitting information or adding information due to visual limitations or illusions; and the perception of our inner vision. One can be shown the limitations over and over again of the visual device known as the eye and how it can fall for visual illusions, but the mind can learn from it's mistakes, such as learning about visual illusions in order not to be fooled by them. The quality of judgment can increase by developing cognitive faculties.