I don't see any reason why you couldn't. JimR wrote a nice blogpost (The 102nd Way to Skin a Cat (Kamisori Honing again) | Eastern Smooth: The Blog) about the wide range of techniques people use to get steel sharp and smooth. I say give it a shot!