I mentioned this in another comment but - this thread is interesting as it shows the differences in housing policies / issues in different parts of the country. I'm from the Midwest / Chicago where we have a lot more land to work with so the policies are slightly different.

That being said, it sounds like a land value tax might be a better approach to my first suggestion. Regardless, this would not effect people that truly "own and live in their only house"