Crenna was born on November 30, 1926 in Los Angeles, California. He studied at Virgil Junior High School, then at Belmont High School, and then at the University of Southern California. He was married to Penni Sweeney from 1959 until his death. Crenna died on January 17, 2003 in Los Angeles, California from pancreatic cancer and heart failure, aged 76.