David,
We had this same problem after neglecting our pool over a very mild winter.
Shocking the pool with a LOT of bleach and running the filter/pump 24/7 did it for us. Of course, it was a pretty nast job cleaning the cartridge filter afterwards, but it's a lesson learned for us!