IF you are careful, you can try wetting a rag with Acetone. Depending upon the type of paint used, the age of it, you may soften that layer up with soaking the original frame paint. This may allow you to "wipe" off the top layer.
Another option would be to VERY carefully sand the brown paint with ScothBrite pads. Try using green first.