This video is very neat. By staring at the middle of the screen for around a minute, your eyes get accustomed to the motion of the lines. Since this is now "normal", your brain adapts to the way the lines move and perceives it as being normal. Once you turn away from the video and look at something that is still, your brain is tricked!
