Improved background modeling for real-time spatio-temporal non-parametric moving object detection strategies ?
Real-time dynamic bandwidth estimation that reduces the amount of false detections. Selective update mechanism that significantly reduces the number of misdetections. The quality provided by previous background modeling strategies is improved. The computational cost of the simplest modeling strategy is barely increased. The proposed methods can be used by any spatio-temporal non-parametric strategy.
moving object detection dynamic bandwidth estimation selective update non-parametric background modeling spatio-temporal data