Burge is a surname. Notable people with the surname include:
Albert Burge (1889–1943), Australian Rugby player
Billy Burge (1931–2004), American pool player
Cliff Burge, former Australian rules footballer who played with Melbourne
Constance M. Burge, creator of the Charmed TV series
David Burge (1930–2013), American pianist, conductor and composer
Dianne Burge (born 1943), former Australian sprinter
Frank Burge (born 1894), one of the greatest forwards in the history of rugby league in Australia
Gregg Burge (1957–1998), tap dancer and choreographer
Heather Burge (born 1971), retired professional basketball player
Heidi Burge (born 1971), retired professional basketball player
Hubert Murray Burge, Anglican Bishop
Jon Burge (born 1947), U.S. Army veteran, former Chicago Police Department detective and commander
Keith Burge (born 1950), Welsh former football referee
Laidley Burge, represented New South Wales in rugby league
Pery Burge (1955–2013), English artist
Peter Burge (cricketer) (1932–2001), Australian cricketer
Peter Burge (rugby) (1884–1956), Australian rugby footballer and coach
Peter Burge (athlete) (born 1974), Australian long and triple jumper
Ross Burge, New Zealand musician, who has played drums in bands
Ryan Burge (born 1988), English footballer
Stuart Burge (1918–2002), English film director, actor and producer
Tristan Burge (born 1985), American football safety
Tyler Burge (born 1946), Professor of Philosophy at UCLA
Wendy Burge, American figure skater
William Burge (1786–1849), British lawyer and Privy Councillor