 Morozov began canoeing in 1957 and became a member of the USSR National Team in 1963.He won gold medals for the USSR at three consecutive Olympics between 1964 and 1972.Morozov also won six medals at the ICF Canoe Sprint World Championships with three golds (K-4 1000 m