The film was recorded last summer at the Milton Keynes National Bowl in England, and the DVD is scheduled to be on store shelves on November 15.
Samuel Bayer directed the DVD, and he also won two statues at the MTV Video Music Awards for his work on the video for Boulevard of Broken Dreams.
Bullet in a Bible will feature behind the scenes footage as well as the concert performance.
Along with their current hits, the DVD will also include songs from their previous release, American Idiot, such as the songs Longview, Minority, Basket Case and Good Riddance (Time of Your Life).