Elvis house in Palm Springs. Almost every tour of Palm Springs will take you there. If you want to go there yourself, it's at 845 W Chino Canyon Rd. Elvis actually owned this house, buying it in 1970. It's not his Honeymoon Hideway, which he rented in the late 1960s.