Yes. I think MOST people use #1 even in the UK, but I've heard #2 used by some intellectuals, especially older English ones. I'm sure they have their reasons for this, but whatever they are, few other people seem to care about them!
If I wanted to start with "I remember HIS", I would say "I remember HIS playing OF the piano".