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

Aarne Kallberg (1891–1945), Finnish long-distance runner Anton Källberg (born 1997), Swedish table tennis player Christina Källberg (born 2000), Swedish table tennis player Per Källberg (1947–2014), Swedish cinematographer

See also Kallsberg Kalkberg