Spanish papers reported that Uruguayan Araujo will be out of action for several weeks.
"Araujo has suffered an injury to the femoral biceps in his left leg," Barcelona said in a statement. "He is out and his evolution will determine his availability."
Champions Barcelona host Cadiz on Sunday in their second league game of the season.