Stearne is a given name and a surname. Notable people with the name include:

Given name Stearne Tighe Edwards (1893–1918), Canadian flying ace Stearne Miller (1813–1897), Irish politician and barrister Robert Stearne Tighe (1760–1835), Irish writer

Surname John Stearne (physician) (1624–1669), Irish physician John Stearne (witch-hunter) (c. 1610 – 1670), English witch hunter Kelly Stearne (1958–2016), Canadian curler

See also Stearn, surname Sterne (surname) Stern (given name)