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The purpose of this paper is the design of target recognition system based on machine vision. Through the needs analysis of the system, hardware platform and software platform is built on machine vision. The scheme of machine vision based on PXI bus is put forwarded. The VISION module which is the machine vision of Lab VIEW software is introduced. The target (star) of the image acquisition and target recognition is realized by making use of the VISION module. It is proved by the experiment that the system improves the efficiency of the artillery system calibration. It has broad application prospects.