“…Overspeed is a key factor in a high percentage of traffic accidents [ 1 , 2 ], and traffic speed surveillance is an important civilian application to improve road control, law enforcement, and the personal safety of drivers [ 3 , 4 , 5 , 6 , 7 ]. Traffic speed meters are important legal measuring instruments specially used for traffic speed surveillance and enforcement in China and around the world [ 8 , 9 , 10 ]. Until now, there have been four kinds of traffic speed meters legally used in China, i.e., across-the-road (AcTR) radar [ 7 , 8 ], above-the-road (AbTR) radar [ 9 ], dual-beam lidar, and inductive loops [ 10 ], which together with cameras make up overspeed automatic monitoring systems to measure and record a great deal of information of overspeed vehicles for image forensics automatically.…”