Abstract: The background updating step is crucial to motion segmentation in video sequences. However, the irregular distributions of background pixel values make the background modeling complicated. First, the multi-modality problem of background pixel values is de

Key words: Mean shift, Background updating, Modal detection, Motion segmentation