After World War II ended, Harvey entered the Army's Organized Reserve, and returned to active duty in 1948. He was serving with the 7th Infantry Division in 1950 when the Korean War began, and landed with the division at Inchon, Korea in September 1950. Shortly after the landing, and before the Chinese counterattack in November 1950, Harvey took command of the division's Company C, 17th Infantry Regiment.