Motion detection is the first essential process in the extraction of information regarding moving objects and makes use of stabilization in functional areas, such as patient monitoring, & so on. Automatic detection of patient monitoring are the fundamental tasks of video-based surveillance systems. Higher level patient monitoring procedures based upon these essential video analysis tasks. Video analysis task is essential in order to save the memory size of the recorded video in database which becomes a problem due to it large size in the previous generation of video surveillance system. The...