Immunity Estimation of Abandoned Object Detection Video System to Environmental Impact
Volodymir Baliar, Olena Mazurkiewicz, Artem Hryshchenko · 2020
This article is devoted to the analysis both the environmental condition influences and different live scenarios of scene on the algorithm robustness of typical video surveillance camera which implement the abandoned object detection feature. Present study judge algorithm robustness, which also can be related to system immunity, as a percentage of correctly detected events over all implemented events. The study was carried out with the use of typical IP camera and doubled with the same studies by simulated MATLAB model of such a system to compare the immunity of real IP camera accuracy over math model. The obtained results can be used during the technical maintenance and service implementations for IP video tracking, as well as during further research aimed at increasing the robustness of such a systems.