The significance of Real Time Video Surveillance System has been elevated due to increased importance in safety and security. The Real Time Video Surveillance System is capable of detecting, classifying and tracking objects of interest (human), by recognizing motion of a walking person in video, which can lead to a useful system. This is done by generating notification to an authoritative person by displaying the recorded face of the threat. Gait Analysis helps us to identify a person by their walking style, which also helps for individual recognition i.e. for performing feature extraction....