Well, if there was food hoarded by the wealthy, I'd agree with you. But I'm not sure. Much like storming the Bastille, it'd be more symbolic than anything.
Billionaires have a big number on a piece of paper, but they don't really have anything of value to a revolution, so I think most of them would just end up on the street like anyone else.