Using a heat gun (set to low), heat up the three mouse feet for several seconds each.

Slide an opening pick under both the mouse feet and the adhesive underneath it.

If done correctly, you should be able to peel off the mouse feet with the adhesive still attached.

If the adhesive does not come off with the feet you can scrape it off with a spudger.