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In the continuous improvement of science and technology and living standards, people's property and personal safety problem has not only come from the traditional practical, but gradually transformed into the virtual network. In order to improve people's privacy and security, we need to strengthen the network monitoring, in which the image monitoring is the most important aspect. Strengthen the reliability and real-time performance of image monitoring in the community to achieve steady development and people's network privacy security and property safety of the primary objectives. The application of computer network technology and modern communication technology, the application of comprehensive image processing technology and pattern recognition technology, applied to the design of network image monitoring system is one of the technical support of the social development. In this paper, the image processing technology and pattern recognition technology are analyzed, and the technology of image recognition and processing in network image monitoring is discussed. Through the experiment of color equalization and fuzzy recognition in image processing, it can be concluded that the ability of image recognition and information extraction can be very high.