Currently in my fifteenth season as an official, eighth as a referee. I wear the white hat. I've always worn high top shoes. For most of the years, the highest tops I've been able to find were Nike Land Sharks. That's what you see in the accompanying photo.
Please check the article at THIS LINK to get the rest of the story as to why I prefer high tops.