Getting rid of home mortgage insurance?

So what does it take to get this off of my mortgage? I believe I read that all you need to do is have your place appraised again, but then what? Do you send that to your lender? Do you request them to appraise it?

Looking to save some bucks, since the market has come back a little here and I'm well under 80% L to V.

Thanks!