• As the main routes to important facilities, major roads sustain huge amounts of traffic. The detection of suspicious vehicles within high traffic flows plays an important role in preventing attacks aimed at critical facilities and post-event analysis. LPR cameras deployed throughout a city enable reliable vehicle detection and tracking via high-volume vehicle data.