Touchenter and touchleave events support
I suggest that you use
document.elementFromPoint(touch.x, touch.y);
on touchmove event.
There is a list here stating the version-wise compatibility. Currently Chrome, Opera, iOS Safari, Android Browser, Blackberry Browser, Opera Mobile, Chrome for Android, Firefox for android support this feature