I usually prefer .replace()
to regular expressions when possible, since it’s often easier to read: http://jsfiddle.net/mblase75/z2jKA/2
$("div").click(function() {
var bg = $(this).css('background-image');
bg = bg.replace('url(','').replace(')','').replace(/\"/gi, "");
alert(bg);
});