Indeed it is Seven Samurai.
Other posters in the room that you can't see include Children of Paradise, The Godfather I & II (in one poster frame), and Yojimbo. Outside the theater room is another room where the walls are decorated with some posters as well, including The Seventh Seal, Grand Illusion, Bridge on the River Kwai, Metropolis, etc.