Kojima's father worked for a pharmaceutical company and was an obsessive film fan; from Kojima's childhood he showed him a wide range of films and explained them. The family moved to the Kansai region when his father was transferred for work.
“1963年に東京で生まれ、製薬会社で働く父親の転勤で関西に移り住んだ。映画マニアだった父親は、秀夫が幼いころからさまざまな映画を見せて解説をしたという。”