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Research And Implementation Of Several Problems In The Intelligent Security Monitoring And Control System In The Park

Posted on:2021-02-12Degree:MasterType:Thesis
Country:ChinaCandidate:Z JiangFull Text:PDF
GTID:2416330602981484Subject:Software engineering
Abstract/Summary:PDF Full Text Request
With the development of social economy and the continuous improvement of living standards,people pay more and more attention to safety.At the same time,artificial intelligence technology and deep learning technology have developed rapidly,and artificial intelligence technology has gradually been applied to various park security systems,resulting in greater development in the field of smart security.The security monitoring industry is currently undergoing further transformation towards modernization,digitization,and intelligence.Establishing a modem security system can improve the enterprise's security management capabilities,master the real-time status of pedestrians and vehicles in the park,ensure the security of the park,improve the company's ability to respond to and manage emergencies,and effectively reduce the company's security risks,so that enterprise resources Be fully utilized.Therefore,it is particularly necessary for enterprise parks to establish a modern security system.This paper designs and develops a set of industrial park security system,which can carry out all-weather video surveillance on the park,and provide video surveillance,personnel management,vehicle management,cross-border management and other functions.Among them,the video monitoring module can provide all-weather real-time monitoring function of the park,as well as the function of counting people in specific areas.The personnel management module can manage employees,visitors and strangers.The vehicle management module can ensure the safe passage of vehicles.The cross-border management module can issue an alarm when a security area is invaded,effectively preventing the occurrence of corporate security incidents.This system uses a variety of technologies to achieve,including the use of YOLOv3 algorithm for pedestrian and vehicle detection,the use of binocular stereo vision technology to measure the height of the vehicle,the use of face recognition and license plate recognition technology to achieve the safety management of pedestrians and vehicles,while using Infrared radiography monitoring technology realizes the alarm function beyond the boundary.The system applies cutting-edge deep learning technology to the park security,which will greatly improve the security management efficiency of the park and make the park security more integrated and intelligent.At the same time,video intelligent analysis will greatly reduce the company's human security costs,effectively prevent potential security risks in the park,and make a huge contribution to the development of the company.Starting from the actual situation of the park,this article introduces the background,demand analysis,overall system architecture,key technologies,system functions and algorithm implementation of the system.
Keywords/Search Tags:Security, Deep learning, Object detection, Computer vision, Binocular stereo vision
PDF Full Text Request
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