Samejima is a Japanese surname. Notable people with the surname include:Kazunori Samejima (鮫島員規) (1845-1910), Imperial Japanese Navy admiral Tomoshige Samejima (鮫島具重) (1889-1966), Imperial Japanese Navy admiral