Chrome stores them in sqlite as well. AFAIK on windows if running as the same user you just need to call CryptUnprotectData. No password needed.
http://raidersec.blogspot.com/2013/06/how-browsers-store-you...
http://raidersec.blogspot.com/2013/06/how-browsers-store-you...