Granulary RBAC in spring security for CRUD?

I'm learning my way around Spring and I think I misunderstood if Spring Security can be used for this.

Scenario is as follows:

DB with tables items, users, user2item
guests may view all items, but not edit/delete/add
user1 has CRUD access to item_a_1, item_a_2, etc
user2 has CRUD access to item_b_1, item_b_2, etc

How may I implement granulary RBAC so that every user may only have CRUD functionality for their designated items? Is spring sec suitable? What may I use, aside from long prepared statements to fetch the entries based on db matches? It sounds clueless because i'm trying to avoid homebrew solutions here, and only sparingly used spring before.