Watching the game (and the subsequent replays), Perkins clearly stepped on the court. Marvin did as well. By rule, they should both be suspended one game. Obviously, this has happened before in the playoffs (with the infamous brawl), and Stern did not deviate from the rule. He interpreted it strictly and did not consider the players' intentions.
That said, both will likely be suspended for game 5. We shall see.