Joseph Burnett was a Royal Australian Navy officer.

Joseph Burnett may also refer to:

Joseph Burnett (educator) T Bone Burnett (Joseph Henry Burnett III), musician Joe Burnett, CFL cornerback Joe Goodwin Burnett, American prelate of the Episcopal Church