Mizuno was born on April 28, 1931. After graduating from Kwansei Gakuin University, he joined Yuasa Batteries in 1954. He also played for Kwangaku Club (All Kwangaku) which was consisted of his alma mater Kwansei Gakuin University players and graduates. He won 1953, 1955 and 1958 Emperor's Cup.