A case has been registered against Dr David Lovel Grand and Dwight Lorel Surratt under the Foreigners Act 1946, they said.
Police said the two had participated in a meeting, organised by an organisation, 'South Indian Assemblies of God', here on September 24.
"We are collecting the details," police said.