If you have not in any way written to the disk after the delete, it may sometimes be possible.
Attach the disk to another box, and try TestDisk: http://www.cgsecurity.org/wiki/TestDisk
There are several other tools, e.g., http://www.diskinternals.com/linux-recovery/ but I don't have personal experience with them.