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In order to build an efficient, sample and convenient system of face recognition based on the video streaming, a mixed mode of software development is proposed in this paper. In requirement analysis of the face recognition system, efficient code, sample development and ease of use are designed in this system. To obtain better recognition efficiency, Dynamic Link Library (DLL) is used to program the part of face recognition. The whole system is based on Microsoft .NET platform which provides a simple and rapid development. The mixed of Browser/Server (B/S) and Client/Server (C/S) modes makes the system more flexible, at the same time more convenient for user to use. The whole system is divided into three parts: server, client and browser. And the server-side is storing data through a database, managing different clients and providing data to the browsers. The client-side mainly monitors and collets data. The browser-side provides users with querying information which they want. And the proposed system architecture can satisfy the application requirements for the customer.

In the area of crowd abnormal detection, the parameter of population density, is seldom used to the global crowd behavior detection.

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