I don't take my shoes off in other people's houses unless I'm going to be there for a while and am comfortable.
This. In my own house they come off.
Same for me. Sometimes I'll go to take them off and be told that I don't need to bother, in which case I'll keep them on. Always ask people to take them off in my house though.
Not my words Carol, the words of Top Gear magazine.