The invention discloses an intelligent self-service banking video monitoring system which includes a banking automatic teller machine (ATM), a digital video recorder (DVR), a behavior analyzer, a face analyzer, a network transmission unit and a monitoring center. A cash outlet panel camera, a cash withdrawal face camera and a panoramic camera are all connected to the network transmission unit through the DVR. The cash outlet panel camera and the cash withdrawal face camera are both connected to the network transmission unit through the face analyzer. The panoramic camera is connected to the network transmission unit through the behavior analyzer. The monitoring center is connected to the network transmission unit. According to the invention, the behavior recognition and face automatic capture modules are integrated, real-time analysis of self-service banking monitoring video can be conducted, abnormal events are detected, security resources are minimized, and the security efficiency is improved. The intelligent self-service banking video monitoring system has good economic and social benefits. The invention can be widely applied to various self-service banking monitoring systems.