Sumo Boy by Hirotaka Nakagawa

From chapters.ca:
When he hears a little girls cry of despair, he jumps to the rescue... With an open- hand push, an inside- leg trip, and an over- arm throw! Sprinkled with the true Japanese customs of sumo wrestling, this incredibly appealing and bold picture book will win the hearts of boys everywhere.