Artificial Perception Meets Psychophysics, Revealing a Fundamental Law of Illusory Motion

Abstract

Rotating Snakes" is a visual illusion in which a stationary design is perceived to move dramatically. In the current study, the mechanism that generates perception of motion was analyzed using a combination of psychophysics experiments and deep neural network models that mimic human vision. We prepared three-and four-color illusion-like designs with a wide range of luminance and measured their strength of induced rotational motion. As a result, we discovered the fundamental law that the effect of the four-color snake rotation illusion was successfully enhanced by the combination of two "perceptual motion vectors" produced by the two "three-color" designs. In years to come, deep neural network technology will be one of the most effective tools not only for engineering applications but also for human perception research.Preprint. Under review.