Johnson was born on August 25, 1916 in Newport, Rhode Island. He was married to Eve Lynn Abbott Wynn from 1947 until they divorced in 1968. He has 1 child with Wynn and two step-children. Johnson died on December 12, 2008 from natural causes in his Nyack, New York home, aged 92.