Martinovich is a surname. It can be an anglicization of Martinović. Notable people with the surname include:
Glafira Martinovich (born 1989), Belarusian gymnast (born 1990), Australian model Phil Martinovich (1915–1964), American football player
See also Marinovich Martinich