Abstract: A security monitoring system uses video inputs to distinguish objects in motion from stationary objects. When an object in motion becomes stationary the system may set an alarm. For example, the alarm may indicate a particular video feed and a location within that feed to locate the newly stationary object for security personnel. Various techniques may be employed in conjunction with the video analysis to reduce false alarms. Hence, the invention facilitates monitoring of multiple video inputs by relatively few security personnel.