The aim of this system is to track person of interest in real time based on scenes obtained from camera modules. This system avoids potential human errors as we are using automatic monitoring. It is a histogram based real time tracking system. Moving objects are detected using background subtraction. Moving object detection, recognition and tracking are basic steps in processing video frames.