Your website sucks 30-35% of one of my CPU cores. Likely that's the parallax cloud effect since it's only happening when the tab is visible. You may optimize that.
I know that the animations is fancy, but are they really necessary?
In addition, you may also want to try forcing hardware acceleration: http://davidwalsh.name/translate3d
It isn't that bad and at least here smooth and only if the page is visible. But may have bad effects on mobile/retina/...