Keeper Mark Schwarzer, a key figure in Fulham's run to the final, told BBC Radio 5 Live that the team believe they can still go one step further and beat Atletico in the final.
Boyce and Scharner played key roles in last season's successful battle against relegation, while Mike Pollitt provided back-up to keeper Chris Kirkland.