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

Charlotte Daneau de Muy (1694–1759), Canadian ursuline and annalist Lambert Daneau (1530–1590), French jurist and Calvinist theologian Normand Daneau, Canadian actor and screenwriter Suzanne Daneau (1901–1971), Belgian pianist and composer