The drawing was done by the film's director James Cameron.
He is a skilled artist he drawn the picture which shows Winslet topless and reclining on a couch.
The drawing is being sold by US specialist company Premiere Props at a memorabilia auction.
It is expected to fetch between £7,500 (pounds) and £10,000 (pounds).
