E> I tried finding drivers on the Epson site, but it keeps pointing at
E> Iscan which I can't figure out how to install.
You do need to install Image Scan for Linux to get this working
correctly. Have you gone to this site and downloaded the .deb file ?
It should install by simply double clicking...
http://www.avasys.jp/lx-bin2/linux_e/scan/DL1.do