On September 14 , 1954 , Monroe filmed the skirt-blowing scene for The Seven Year Itch in front of New York 's Trans-Lux Theater . On September 14 , 1954 , Monroe filmed the famed skirt-blowing scene for The Seven Year Itch in front of New York 's Trans-Lux Theater .