I'm assuming a judge can put them under contempt. If they lie, it's perjury.

The thing that is more interesting is the dynamic where neither happens because judges are unwilling to tip the apple cart. I hope that someone is doing a review of transcripts now to see if police in those courtrooms have perjured themselves.