Automatic Traffic Monitoring Using Images from Road Camera
Andrzej Majkowski, Marcin Kołodziej, Tomasz Zabielski, Paweł Tarnowski, Remigiusz Jan Rak · 2020
The article presents an algorithm for visual inspection of traffic intensity. At first, the acquisition process of video material from a road camera is described. Then the algorithm for processing and analyzing images from the recorded video material is presented. Software was prepared in MATLAB environment. Algorithm tests were conducted in real conditions, at different times of the day, different atmospheric conditions and different levels of traffic intensity. Test results show that in good working conditions the vehicle counting accuracy was 95.6%. When the sun shined in the camera lens the counting accuracy decreased to 87.2%. The smallest accuracy 83.2% was noted for traffic jams.