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

David Cantine (born 1939), Canadian painter James Cantine (1861–1940), American missionary, scholar, and traveler John Cantine (1735–1808), American politician Moses I. Cantine (1774–1823), American politician, judge, and newspaper editor