Colville is a surname of Norman English origin. Notable people with the surname include:
- Alex Colville (1920âÂÂ2013), Canadian painter
- Alexander Colville, 7th Lord Colville of Culross (1717âÂÂ1770), British admiral
- Andrew Colville, London governor of the Hudson's Bay Company
- Bob Colville (born 1963), professional footballer
- Charles Colville (1770âÂÂ1843), British military leader during the Peninsular War
- Christina Marshall Colville (1852âÂÂ1936), Scottish temperance leader
- Maj.-Gen. Sir Henry Edward Colville (1852âÂÂ1907), British military leader in Africa
- Jock Colville civil servant and diarist
- John Colville (disambiguation), the name of various persons
- Mac Colville (1916âÂÂ2003), professional ice hockey player
- Mikael Colville-Andersen (born 1968), writer/director
- Neil Colville (1914âÂÂ1987), professional ice hockey player
- Norman Colville (1893âÂÂ1974), British Army officer and art collector
- Stanley Colville (1861âÂÂ1939), British Royal Navy officer