Leeds need to reduce their wage bill by £20m and the player is reportedly on £55k-a-week.
Middlesbrough tried to sign him during the transfer window in January but nothing came of it. They are still in the market for a striker and may also come in again in the summer.
A Roma source said: "Viduka is rated by the club as one of the best goalscorers in Europe."