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As the principal place for currency flow nowadays, the banking system plays a special role in society and its security has always been a focus. The current bank branches' security systems usually use video surveillance system, which is basically used to provide evidence after incidents, and it can not do real-time warning. With the rapid development of computer vision, video and intelligent recognition, real-time alarm analysis of surveillance system has become possible. Based on the technologies of human body detection, motion tracking and behavior judgement, this article designs a bank intelligent video image processing and monitoring control system which is based on OpenCV, and the system not only realizes real-time monitoring and alarm within monitoring zone effectively, but also brings innovations to the traditional video surveillance system, providing strong protection of safe operation for banks.