i literally did that 2 weeks ago i washed them thoroughly, light sanded them and then use Rust-Oleum 327916-6 PK American Accents Spray Paint, Satin Canyon Black.
and it looks really good, i might sand it again and do another coat, but from 2ft it looks nice already!