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The purpose of this paper is to accomplish the tasks of real-time tracking, face recognition and three-dimensional model reconstruction. This system is divided into two parts: client and server. In order to construct a cloud computing system, client part must use the lowest level hardware to send the captured image that is required to process in server side, for the server, that is necessary to use a superior system to process the related image and then return the result to client side. In this system, the client only needs to deal with image acquisition, image transmitting/receiving, and result monitoring. At the server side, it handles the processing of all This system integrates the processions of the facial recognition and dynamic tracking, and also the processing speed has been accelerated greatly by using fuzzy classification inference method. The simulation result has demonstrated this system rather reliable.