There is also a plus sign ( + ) on the upper right hand side of the home screen that will bring you to the same screen where you can add apps/widgets, change wallpapers, etc.You mean long pressing the home screen and selecting Wallpapers at the pop up screen?
How about deleting blank homescreens?