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

James Bisse ( 1552–1607), English politician Johannes Bisse (1935–1984), Cuban botanist Kevin Bisse (born 1995), Swedish footballer Philip Bisse (1667–1721), English bishop

See also Bisse (disambiguation) Biss (surname) Risse