Parlov is a Slavic surname. Notable people with the surname include:

Goran Parlov (born 1967), Croatian comic book artist Ivan Parlov (born 1984), Croatian football midfielder Mate Parlov (1948–2008), Croatian boxer Mate Parlov Sport Centre

See also Parlow