Video Frame’s Background Modeling: Reviewing the Techniques
Hamid Hassanpour, Mehdi Sedighi, Ali Reza Manashty · Journal of Signal and Information Processing · 2011
Background modeling is a technique for extracting moving objects in video frames. This technique can be used in ma-chine vision applications, such as video frame compression and monitoring. To model the background in video frames, initially, a model of scene background is constructed, then the current frame is subtracted from the background. Even-tually, the difference determines the moving objects. This paper evaluates a number of existing background modeling techniques in term of accuracy, speed and memory requirement.