I'm going to be working on this project again in the near future. The current plans are to adapt the algorithm for video data. This will probably involve considering motion and various other things, and maybe it will even get optimized or something fancier than that.
The goal will be to implement this on a GPU (in CUDA and/or OpenCL) so that it can handle high definition video streams in as close to real time as possible.
