Thanks for the info. I've actually been meaning to try this.
Browsing through the Ubuntu Software Center yesterday, I noticed
Scan Tailor, which appears to be a program similar to unpaper, except that it has a GUI.
I've never tried it, so I can't vouch for it. Anyone try it?