Possible to map web Visitor IDs to Contacts via the API?

We have a use case where we would like to be able get contacts from the API using the Visitor IDs out of the Infusionsoft website cookie. Does anyone know if this is possible? There does not seem to be anything available in the API documentation for such a use-case.