Björgólfur Hideaki Takefusa (born 1980), Icelandic football forward of Japanese descent
•
Björgólfur Guðmundsson (born 1941), the chairman and former owner of West Ham United FC
•
Björgólfur Thor Björgólfsson (born 1967), Icelandic businessman and entrepreneur