Bayern are odds-on favourites to lift the European Cup at their own Allianz Arena.
But Di Matteo argues: "If you manage to go through two legs against Barcelona, I think then you can beat anybody in European football.
"They're supposed to be the best team and I think we have a fantastic group of players with tremendous quality and belief.
"The confidence is very high. The spirit is very high."