GIMP: Change Background from Black / White to Transparent
Written in 2011. Versions, commands and links may well be out of date.
This is one that I find myself Googling for regularly but spend time wading through poor results and solutions:
http://brainsongimp.blogspot.com/2008/03/black-and-white-jpg-to-transparent-png.html