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

James Cantlie (1851–1926), Scottish physician John Cantlie (born 1970), British war photographer and correspondent Neil Cantlie (1892–1975), Scottish Royal Army Medical Corps officer, son of James Cantlie