Barinov (masculine, ) or Barinova (feminine, ) is a Russian surname. Notable people with the surname include:

Alexey Barinov (born 1951), Russian businessman and politician Dmitri Barinov (born 1996), Russian footballer Yuri Barinov (born 1955), Russian Soviet cyclist