Piene is a surname. Notable people with the surname include:
Chloe Piene (born 1972), American visual artist Johannes Christian Piene (1832–1912), Norwegian businessman and politician Otto Piene (1928–2014), German-American artist Ragni Piene (born 1947), Norwegian mathematician