Error diffusion in image and graphics processing programs represents an excellent example of a problem which at first may seem resistant to a multi-threaded approach, but upon further review will actually lend itself well to speed up possibilities. Using the Floyd-Steinberg algorithm for error diffusion, the trick lies in considering not the destination of calculated error, but the sources. In this way, the algorithm and code become fairly straightforward.