ABC7 Chicago news partner the Daily Herald reports the lawsuit claims the judge posed no threat to officers during the arrest.
However, police say he was pepper-sprayed when he refused to get out of the car.
The Vernon Hills Police Department is standing by the actions of its officers.
Hall's DUI and resisting arrest case is still pending.
