You can buy a punch at the local hardware store for a couple of bucks.
Inspect the caliper pins for the tapered ends (they have a barbed tip). To remove you need to hammer against the tip, then to reinstall, you hammer back in on the head side.
I sing old railroad workers' songs when I do this task...