You need to store the function in a variable and then use off
to remove it:
var scrollHandler = function(){
myScroll = $(window).scrollTop();
}
$("#itemBind").click(function(){
$(window).scroll(scrollHandler);
}).click(); // .click() will execute this handler immediately
$("#itemUnbind").click(function(){
$(window).off("scroll", scrollHandler);
});