As you are already using jQuery, have a look at Ben Alman’s doTimeout plugin which already handles the debouncing of methods (which is what you are after).
Example shamelessly stolen from his website:
$(window).scroll(function(){
$.doTimeout( 'scroll', 250, function(){
// do something computationally expensive
});
});