I tried kill -9 698 but the process did not die.
kill -9 698
$ ps -ef | grep chromium 502 698 811 0 0:01.24 ?? 0:07.28 /Users/lucius/chromium/
If you know the process name you can use:
killall Dock
If you don't you can open Activity Monitor and find it.