Landmine detection has become a humanitarian problem of great magnitude. It is estimated that there are between 60 and 100 million landmines buried around the world and that someone is killed or injured by landmines every 20 minutes. In this talk pattern recognition problems in this area will be discussed. A brief overview of sensors used to collect data will be given. Current pattern recognition methodologies in use will be described. Future challenges will be outlined.