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

Ene Mihkelson (1944–2017), Estonian writer Kaie Mihkelson (born 1948), Estonian actress Marko Mihkelson (born 1969), Estonian journalist and politician Mihkel Mihkelson (1899–1943), Estonian politician