Heretofore, a mirror, a heat radiation reflecting glass, a low emissivity glass, an interference filter and a reflection preventive coating for camera lenses or eye glass lenses have been known as articles having an optical function imparted by forming a thin film on a transparent substrate such as a glass or plastic substrate.