Norgrove is a surname. Notable people with the surname include:
- David Norgrove, British businessman
- Linda Norgrove, British aid worker killed in Afghanistan, see Death of Linda Norgrove
- Michael Norgrove, Zambian-born British boxer
- Norgrove Family, Irish republican family involved in the Easter Rising