Naoko Imoto (?? ???, Imoto Naoko, born May 20, 1976) is a former freestyle swimmer from Japan, who competed for her native country at the 1996 Summer Olympics in Atlanta, Georgia.
There she finished in fourth place in the 4 × 200 m freestyle relay, alongside Aiko Miyake, Eri Yamanoi, and Suzu Chiba.