Hegh is a Norwegian surname. Notable people with the surname include:

Anita Hegh (born 1972), Australian actress Emilie Hegh Arntzen, Norwegian handball player Gustav Adolf Hegh (1927–2010), Norwegian actor Hanne Hegh (born 1960), Norwegian handball player