There is, however, also the Orphaned Works scheme that dates from 2015 (off the back of a 2012 EU directive) designed for situations like this
https://www.gov.uk/guidance/copyright-orphan-works
If the rights owner cannot be discovered after a diligent search, you pay a fee to the Intellectual...