In 1960, Kulle married Louise Hermelin (born 1939), daughter of cavalry captain, Baron Carl-Magnus Hermelin and Ann-Marie Sourander. They divorced in 1968. In 1976, Kulle married the Actress Anne Nord. Kulle died in Gregersboda, Sweden in 1997 of bone cancer.