Altherr is a surname. Notable people with the surname include:

Aaron Altherr (born 1991), German-American professional baseball outfielder Hans Altherr (born 1950), Swiss politician Heinrich Altherr (1878–1947), Swiss painter Walter Altherr (born 1946), German politician