Performance evaluation metrics for motion detection and tracking
Thomas Schlögl, Csaba Beleznai, M. Winter, Horst Bischof · Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. · 2004
This work introduces a methodology for evaluating the operational range of a video surveillance system in terms of robustness and reliability. We propose the generation of semi and full-synthetic video sequences under controlled variation of selected parameters. This data provides the necessary ground truth information for evaluating the motion detection and tracking systems. In addition, we propose several error metrics for quantitative evaluation.