Thanks for the suggestion.
My understanding after skimming through the Inline::Java documentation is that it permits to define classes in Java, within Perl code.
But does it permit to import and use libraries written in Java ?
Yup, you can access existing libraries directly from Perl (see the section called "Studying"), or you can write a that acts as glue between Perl and the library.