What is a shoe collector if bibliophile book collector?
A shoe collector is called a sneakerhead or kicks collector.
While "bibliophile" is a specific term for a book lover, "sneakerhead" and "kicks collector" are more informal and commonly used terms for shoe enthusiasts.