Yeah, I know which caps you're talking about - it's a little tricky, but so long as you're not using a soldering iron the size of a spade it should be possible to remove them without having to desolder anything else.
BTW I just replaced them with ordinary (non-SMD) electrolytic radial 25V 22uF caps as I had them lying around, works fine. Good luck.
