Celebra Children's Books, a branch of Penguin Young Reader's Group said Hilton's book, "The Boy With Pink Hair" is set to be released September 2011.
The picture book follows the story of a young boy with a "shock of fabulous hair" and "celebrates individuality and acceptance."
Hilton is not new to the book world. He's collaborated on grown-up books, too: "Perez Hilton's True Bloggywood Stories" and "Red Carpet Suicide: A Survival Guide on Keeping Up With the Hiltons."
The Associated Press contributed to this report.