Tim -
That will clean up with absolutely NO problems. I have an even older (it is green) PM Model 50 6" jointer in my garage that was in far worse shape. It was torn all the way down to parade rest - not hard to do - thoroughly cleaned, painted and reassembled. It just purrs now. The older iron (relatively speaking) you have is worth the time.
Have fun and take lots of pics,
Ted