Sugiura was born in Okayama, Japan. He has a brother, Takao (太雄 Takao?), who is two years younger. Sugiura attended Neyagawa 1st Junior High School (Neyagawa Middle School) and Osaka Sangyo University Senior High School, where he graduated from in 1999.