The three-day event will be held from Aug. 12 to Aug. 14 in Golden Gate Park.
Other top acts at this year's festival include John Fogerty, The Black Keys, MGMT, Girl Talk, The Roots, and The Decemberists.
It is the fourth year of the festival, which has had headliners including Radiohead, Jack Johnson, Pearl Jam, Dave Matthews Band, Further, and Kings of Leon in previous years.
Tickets go on sale Thursday, although a limited number of discounted "Eager Beaver" tickets were sold in March when the dates of this year's event were announced.
For more ticket information and the full lineup, visit www.sfoutsidelands.com.