Dissertation > Excellent graduate degree dissertation topics show
Intelligent Surveillance System Based on Moving Objects Analysis
Author: XuZuoZuo
Tutor: LiXueMing
School: Beijing University of Posts and Telecommunications
Course: Signal and Information Processing
Keywords: Motion detection Background subtraction Motion Tracking Trajectory drawn Moving target count
CLC: TP277
Type: Master's thesis
Year: 2011
Downloads: 86
Quote: 0
Read: Download Dissertation
Abstract
|
Moving target detection is one of the important part of the intelligent video surveillance system , only on the basis of accurate extraction of moving objects , may further target identification , the target behavioral analysis and other research . The details of the method for the detection and tracking of moving targets , moving object extraction method based on background subtraction , analysis and comparison of the advantages and disadvantages of the the linear background update model , and the Gaussian mixture background updating model based on papers presented a method according to the relationship between the prospects diagram connected domain and connected domain method to extract a moving target , and improve the accuracy of target extraction . Next, the paper discusses the two moving target tracking methods : Kalman filtering method and objectives associated method . On the basis of the algorithm , the paper design an intelligent video surveillance system , the system has a moving object extraction , trajectory generation and intelligent counting function according to the direction of the target motion . Performance intelligent video surveillance system designed for the test papers , the paper compares the proposed design systems with conventional control method differences , and the experimental results , a detailed explanation and description . Experimental results show that : the paper design and implementation of intelligent monitoring system using background subtraction method to automatically extract a moving target region to distinguish different moving objects and draws object trajectories automatically count , at the same time under the direction of movement of the moving target to enter and leave the designated area .
|
Related Dissertations
- Intelligent video detection technology based on the traffic lights control,TM923.5
- A Video Monitoring System for Anshan Power Supply Room,TP391.41
- Application of Motion Detection Technology in Intelligent Surveillance System,TP277
- Research on Moving Objects Detection Algorithms in Security Monitoring System,TP391.41
- Development and Application Research on a Video-based Motion Tracking and Analysis System for Animals,TP391.41
- Research of Multimedia Enhancement Unit in the Embedded Processor,TP332
- Humanoid identify key technology research and implementation,TP391.41
- Content-based malicious code detection Research and Implementation,TP393.092
- Video surveillance system moving target detection algorithm,TP391.41
- Video data of human action classification,TP391.41
- DM6437 -based video motion detection system design pedestrian,TP391.41
- TI DM6437 -based pedestrian tracking algorithm,TP391.41
- Video Mean-Shift tracking algorithm applied research,TP391.41
- Multi-threaded fusion soccer video semantic analysis and event detection,TP391.41
- Based on B / S mode of prison design and development of an integrated platform,TP311.52
- Moving Detection and Behavior Analyzing in Public,TP391.41
- Research on Fast Pedestrian Detection Algorithm and Realization in Video Surveillance,TP391.41
- Design and Implementation of portable image monitoring device,TP277
- Design and Implementation of a DSP-based Embedded Intelligent Traffic Surveillance System Front-end Equipment,TP368.12
- FPGA-based digital image processing algorithms research,TP391.41
CLC: > Industrial Technology > Automation technology,computer technology > Automation technology and equipment > Automation systems > Monitoring, alarm,fault diagnosis system
© 2012 www.DissertationTopic.Net Mobile
|