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The intelligent trend of video surveillance in security fields is obvious, so to establish a complete security surveillance system based on intelligent video analysis is of great significance. This article describes the realization process of system structures and the related technical details.This article has been clear about the hardware and software architecture of the system, plans the driving mode of video stream and control stream, analyzes the variety of the theory of intelligent video algorithms, and implementes them. Also this paper completes the design of monitoring nodes, which includes the camera driver development, the porting of intelligent video algorithms in DSP processor, and the real-time streaming media transmission based on RTP, at the same time, designes and developments the streaming media server and the client, makes the system can run perfectly. On the basis of the normal running of system, this paper tests and analyzes the effect of various intelligent video algorithm, and the processor load distribution, etc. Through the analysis of test data and system running status, this paper implements a set of basic security monitoring system based on intelligent video analysis.