Beloglazov (masculine, ) or Beloglazova (feminine, ) is a Russian surname. Notable people with the surname include:
Anatoly Beloglazov (born 1956), Russian Soviet sport wrestler Galina Beloglazova (born 1967), Russian Soviet rhythmic gymnast Julia Beloglazova (born 1987), Ukrainian pair skater Sergei Beloglazov (born 1956), Russian Soviet sport wrestler