I occasionally have a problem with Firefox.
If there is no evidence of it running go to a terminal and type ps -e
[Enter] to see all the processes.
If it shows up on the command line type killall firefox [Enter] (might
need firefox-bin or whatever the process is called)

From this you should be able to run Firefox, it might ask if you want
to restart the original session - and go from there.