Homberg had an outstanding amateur career. He was a German champion in the Flyweight class (1958 and 1959), and the Bantamweight class (1961). He won twice the gold medal in the European Amateur Boxing Championships, at Prague 1957 and Lucerne 1959. At the 1960 Summer Olympics, he was eliminated in the quarterfinals of the flyweight class.