Riesenfeld is a surname. Notable people with the surname include:
Ernst Hermann Riesenfeld (1877–1957, German-Swedish chemist Harald Riesenfeld (1913–2008), Swedish theologian Hugo Riesenfeld (1879–1939), Jewish Austrian-American composer Stefan Riesenfeld (1908–1999), German-American legal scholar