Morozov also won six medals at the ICF Canoe Sprint World Championships with three golds (K-4 1000 m: 1970, 1971; K-4 10000 m: 1966, two silvers (K-1 4 x 500 m: 1963, K-4 1000 m: 1973), and a bronze (K-4 1000 m: 1966). Morozov was awarded two Orders of the Red Banner of Labour (1969, 1972).