A sleeping mattress construction provides a mattress cover that is fabricated from a transparent material so that the interior of the mattress may be visualized to prevent concealment therein of contraband. In one embodiment the mattress is an air mattress formed of transparent polymer, such as transparent PVC Vinyl sheet material. In another embodiment the mattress is filled with any acceptable filling material or device and enclosed with a transparent cover.