Sugiura (written: 杉浦) is a Japanese surname. Notable people with the surname include:
Asami Sugiura (杉浦 亜紗美, born 1985), Japanese model, actress and AV idol
Hinako Sugiura (杉浦 日向子, 1958–2005), Japanese manga artist
Hisui Sugiura (杉浦 非水, 1876–1965), Japanese graphic designer
Kaju Sugiura (杉浦 嘉十, 1896–1945), Imperial Japanese Navy admiral
Kunié Sugiura (杉浦 邦恵, born 1942), Japanese photographer
Kyohei Sugiura (杉浦 恭平, born 1989), Japanese footballer
Masanori Sugiura (杉浦 正則, born 1968), Japanese baseball player
Naoki Sugiura (杉浦 直樹, 1931–2011), Japanese actor
Seiken Sugiura (杉浦 正健, born 1934), Japanese politician
Shigeo Sugiura (杉浦 重雄, 1917–1988), Japanese swimmer
Shigeru Sugiura (杉浦 茂, 1908–2000), Japanese manga artist
Shiho Sugiura (杉浦 志保), Japanese manga artist
Tadashi Sugiura (杉浦 忠, 1935 2001), Japanese baseball player
Taiyo Sugiura (杉浦 太陽, born 1981), Japanese actor
Takashi Sugiura (杉浦 貴, born 1970), Japanese professional wrestler
Fictional characters:
Ayano Sugiura (杉浦 綾乃), character in the manga series YuruYuri
Midori Sugiura (杉浦 碧), character in the anime series Mai-HiME