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Design And Implementation Of Intelligent Security System

Posted on:2020-01-18Degree:MasterType:Thesis
Country:ChinaCandidate:H B WangFull Text:PDF
GTID:2416330572473597Subject:Computer technology
Abstract/Summary:PDF Full Text Request
Today,with the gradual popularization of the Internet,security systems have a common application in various industries of society.Through the security system,people can know what is going on in the relevant place in real time.For individuals,the security system can ensure that the personal property's safety.For the relevant departments,the security system is not only be used as an important means of daily monitoring,but also can be used when there is an emergency.The system conducts command and dispatch,evacuates and evacuates the crowd.Therefore,the security system plays an important role in social stability and people's property security.At the same time that the security system is popular,people put forward higher requirements on the degree of automation of the system.Therefore,it is very necessary to apply the relevant artificial intelligence algorithm to the security system to form a new intelligent security system.Based on the analysis of the traditional security system,this paper makes a thorough study and experiment on the moving object detection algorithm and the moving object tracking algorithm in computer vision.After that,design and implement an intelligent security system,and apply the related algorithms to the system.Firstly,this paper introduces the background of the subject,elaborates the significance of the subject,the current research situation at home and abroad and the purpose of the topic selection in detail.Then it describes the main research contents of this topic,including moving object detection,moving animal body tracking,and user management,rights management,device management and video management functions in the system.After that,introduce the related tools used in the specific implementation of the system.Chapter three of this paper makes a detailed analysis of the moving object detection algorithm and the moving object tracking algorithm.Aiming at the moving object detection algorithm,based on the analysis of the traditional background difference method and optical flow method and some other method,propose a new algorithm,and the new algorithm is tested and compared.Aiming at the moving object tracking algorithm,this paper focuses on the analysis and research of CamShift algorithm,and carries out relevant experiments.Then,it carries out requirement analysis,outline design and detailed design of intelligent security system.Finally,it carries out test and result analysis of the system.At the end of the paper,it summarizes and reflects on the whole paper,and puts forward the areas needing improvement.
Keywords/Search Tags:Intelligent security system, Moving object detection and tracking, OpenCV
PDF Full Text Request
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