Invisible seems like the right word to me. Sometimes random people even try to walk right through the space I happen to be standing in. I feel like asking if they do it because they can't see me, or if they just expect me to move, or if they simply don't care that if they do hit me it will also bump them. For my part it is rarely the sort of person I would want to come into contact with.