Kelley was delivered by his uncle at his parents' home in Toccoa, Georgia,[REF] the son of Clora (née Casey) and Ernest David Kelley, who was a Baptist minister.
During World War II, Kelley served as an enlisted man in the United States Army Air Forces from March 10, 1943 to January 28, 1946, assigned to the First Motion Picture Unit.