Intelligent monitoring system based on support vector machine

Abstract

The invention provides an intelligent monitoring system based on a support vector machine. The monitoring system disclosed by the invention has the capabilities of automatic detection, identificationand alarm; audio data, video data and infrared imaging data of a site are acquired through a front-end acquisition system; the acquired image information of the object is transmitted to the preprocessing process, the preprocessing process sequentially carries out graying, image sharpening, image smoothing and image enhancement processing on the received image information and then transmits the processed image information to the center recognition controller, and the definition of the image can be effectively improved. The central identification controller obtains a processing result and sendsthe processing result to the receiving terminal to inform a user; and the reminding device can be controlled to deterrent the person abnormally entering the monitoring area, so that the problems thatthe user of the existing intelligent monitoring system cannot receive the alarm of the abnormal condition of the monitoring area in time, and the monitoring system cannot deterrent the person abnormally entering the monitoring area can be effectively solved.

Description

Technical field [0001] The invention relates to the field of monitoring, in particular to an intelligent monitoring system based on a support vector machine. Background technique [0002] With the continuous development of society, systems in various fields are developing in the direction of automation and intelligence. The video surveillance alarm system was born under this environment. Traditional video surveillance requires workers to monitor each monitoring screen, which will waste a lot of labor. For some important scenes, the operator must be required to stare at the screen intently, which is very easy to get tired and distracted, resulting in low work efficiency and errors. The rate is high. If the surveillance system can have the ability to automatically detect, identify and alarm, it must be a technological breakthrough in the surveillance field. At present, support vector machines have been initially applied in the field of video surveillance, and support vector machi...

AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to provide an intelligent monitoring system based on a support vector machine, which solves the problem that users of the existing intelligent monitoring system cannot receive the alarm of abnormal conditions in the monitoring area in time, and the monitoring system cannot deter people who enter the monitoring area abnormally. Greatly reduces the problem of the role of the video surveillance system

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