I. Introduction
Background subtraction [1]–[6] has been a fundamental research topic in the fields of image processing and computer vision in the past decades. The task of background subtraction aims at simultaneously extracting video background and segmenting the moving objects in video frames, which can be employed in numerous applications, such as moving object detection [7] and object tracking [8] in surveillance videos.