The chrome should be removed or at the very least sandblasted or roughed up.
I used a 36grit sanding disk on my air grinder, then sandblasted to smooth out the scratches left, then self etching primer and Duplicolor wheel paint.
I don't think you will have any long term success if you leave the chrome alone.