On February 12, 1974, when Takabayashi was a Chuo University student, he debuted and scored a goal for Japan national team against Singapore. In September, he was selected Japan for 1974 Asian Games. He also played at 1976 Summer Olympics qualification. He played 12 games and scored 2 goals for Japan until 1976.