It's actually unlikely to be firefox itself crashing, more likely one of your add-ons causing it to crash.
Click the tools menu, select add-ons, click on the extensions button at the top, then go down the list of add-ons and disable them all, try Firefox again if it doesn't crash start re-enabling your add-ons one by one until you find the one thats causing the crashes.