Look here in order to find use on your video stream algorithms like: motion extraction, feature tracking and foreground extractions.

How to Use Background Subtraction Methods

Compatibility: > OpenCV 2.4.6

Author: Domenico Daniele Bloisi

We will learn how to extract foreground masks from both videos and sequences of images and to show them.