I don't think he served in the civil war. He's listed as a member of the Pike County Board of Supervisors throughout the war years.
I think Elinga is on the right track. It's not a military uniform, just regalia of hat, sash, belt, sword and gloves. The prominent crosses on the gloves and the hat suggest a Christian faith based society.