Comment 16 for bug 1327801

It is only an issue with the out of the box drivers, installing the proper Epson drivers and importantly, configuring the Network Plugin, solves the matter for me.
http://download.ebz.epson.net/man/linux/imagescanv3_e.html#sec6-1