The research on object tracking has attracted many researchers. An object in an image sequence is important for many applications, such as automatic video surveillance, autonomous robotic systems, human-computer interfaces, augmented reality, and healthcare. There are various tracking algorithms, which implements the techniques for object representation (based on object features, texture and shape models, or object contours), object position prediction and search in the next video frame. To perform video tracking an algorithm analyses sequential video frames. It then takes the output of the movement of targets between the frames.