1850 should be easy. The Census included a separate Slave Schedule which listed the plantation owner and then the slaves individually by name.
If you don't have Ancestry.com, the free site www.familysearch.org
has the images. Search by the owner's name and location (including the county helps limit the wrong people) and the year 1850.