Dear Cobin,
It is currently experimental and not actively maintained nor supported by the Orthanc team.
It is known to build correctly on Ubuntu 12.10, provided that the Orthanc development headers are installed beforehand. Maybe you could give a try with a virtual machine (e.g. VirtualBox).
Sébastien-