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A nonparametric real-time and high-quality moving object detection strategy in a GPU is proposed. To improve the quality of the results in sequences where the moving objects and the background have similar appearance, not only the background but also the foreground is modelled. Both models are constructed from spatio-temporal reference data to reduce false detections due to small displacements of...