Region-based moving object detection using spatially conditioned nonparametric models in a GPU
Daniel Berjón, Carlos Cuevas, Francisco Morán, Narciso N. Garcia · 2014
A novel GPU-based nonparametric moving object detection strategy for computer vision tools requiring real-time processing is proposed. An alternative and efficient Bayesian classifier to combine nonparametric background and foreground models allows increasing correct detections while avoiding false detections. Additionally, an efficient region of interest analysis significantly reduces the computational cost of the detections.