Leemhuis is a Dutch surname. Notable people with the surname include:
Jaap Leemhuis (1941–2014), Dutch field hockey player Joan Leemhuis-Stout (born 1946), Dutch politician Joost Leemhuis (born 1969), Dutch cricketer Niels Leemhuis (born 1997), Dutch footballer