Østerberg is a Norwegian surname. Notable people with the name include:
Dag Østerberg (1938-2017), Norwegian sociologist, philosopher and musicologist Erling Østerberg (1901–1981), Norwegian police officer
See also Osterberg, German municipality Österberg, surname