A policeman and a woman who lives in the favela in question are among the dead. The other 16 are believed to be gang members, says a spokesperson for the police at a press conference.
Around 400 police officers took part in the extensive operation in a neighborhood with several favelas in northern Rio. They were supported by ten bulletproof vehicles and four helicopters.