Full text catalaogs are no longer stored as physical files as in SQL 2005. So you need to backup all the filegroups that contain the FT Indexes of that catalog and then restore them.
Pls check the folowing link
http://msdn.microsoft.com/en-us/library/ms142511.aspx
Thank You,
Best Regards,
SQLBuddy