Look at the cross for a whole cycle and tell me what you notice.
The section of the retina where central vision happens is densely packed cone cells which perceive colors and fine lines. The reason why, in this case, our peripheral vision is distorting our vision because our peripheral vision is to notice faint images, not images that are very detailed.
EDIT: For some reason, the pic isn’t working. Go here to see it.