The third generation of video-surveillance systems has achieved a certain grade of automation which allows to detect some suspicious human behaviors and to give off the corresponding alarms. In most cases, these systems follow a similar pattern to define their actuation methodology based on several sequential steps, which mainly are the foreground objects detection (a), tracking (b) and behavioral analysis (c):