Merging images in Gimp

The problem
You have two (or more) photographs of the same objects (with different lighting/focus/time lapses, etc.) and you would like to merge them but the photographs are a little off. The end result of such an operation would be akin to this (click to see the larger version):

Merged images (dA link)