Paint.net is a little easier to pick up from first use than Gimp. Not nearly as powerful, but not bad at all. Just select the background with the magic wand, lower the threshold until it selects what you're looking for, then invert the selection. Then copy. Add a layer, and paste. Hide or delete the original layer and save as/flatten the png.