rechroming is the only proper answer....you can get "chrome" look paints or just regular silver carefully touched in with a brush would improve things and help stop rust
A little consolation. If it's only down to the copper it's NOT going to rust BUT it is going to turn green as it oxidizes. Get some of that chrome look paint or get the wheel re-done ASAP.