Feller is a surname. Notable people with the surname include:
Anke Feller (born 1971), German retired sprinter
Bob Feller (1918–2010), American former Major League Baseball pitcher and Hall of Famer
Catherine Feller (born 1939), British actress and educator
Daniel Feller, American historian
Dick Feller (born 1943), American country musician and songwriter
Eugen Viktor Feller (1871–1936), Croatian pharmacist and entrepreneur, father of William Feller
François-Xavier de Feller (1735-1802), Belgian writer
Frank Feller (1848-1908), Swiss illustrator and painter
Georg-Wolfgang Feller (1915-1991), German World War II naval officer, last soldier awarded the Knight's Cross of the Iron Cross
Harald Feller (1913-2003), Swiss diplomat who saved Hungarian Jews from the Holocaust
Harald Feller (organist), (born 1951), German organist, choral conductor and composer
James Happy Feller (born 1949), American former National Football League kicker
Joachim Feller (1638-1691), German professor at the University of Leipzig
Jules Feller (1859-1940), Belgian linguist and Walloon militant
Bobby Feller (1964-), NASCAR Southwest Tour Champion, Winston Cup Driver
Karl Feller, American trade unionist
Peter Feller (c. 1920-1998), Tony Award-winning American theatrical set builder
Sébastien Feller (born 1991), French chess Grandmaster suspended from competition for cheating
Sherm Feller (1918-1994), American musical composer, radio personality and longtime public address announcer for the Boston Red Sox baseball team
Sid Feller (1916-2006), American musical conductor
William Feller (1906-1970), Croatian-American mathematician
Colin Feller (1995-), American Football Quarterback, University of Miami