Dissertation > Excellent graduate degree dissertation topics show

Multiple Target Detection and Tracking Based on Intelligent Video Surveillance

Author: LiXin
Tutor: WuJin
School: Wuhan University of Science and Technology
Course: Control Theory and Control Engineering
Keywords: Intelligent monitoring Thesy mmetrical frame difference Multiple gaussianmodel Characteristics of color matching The particle filter
CLC: TP277
Type: Master's thesis
Year: 2013
Downloads: 24
Quote: 0
Read: Download Dissertation


As people learn more about safety and demand is higher and higher,Intelligent and efficientReal-time video surveillance system is widely favored by the people.Intelligent Real-time videocan analyze the real-time video and make intelligent operation for the abnormal behaviors, suchas the alarm.So the analysis of the moving object in video that is to detect and classify themoving target in image sequence、target tracking、action recognition and the understanding anddescription of the whole scene are important. Detect the moving target in image sequence andtarget tracking are key steps.Due to the independence movement of multiple targets and keep out of each other, makesthe detection and tracking become the difficulties in the study of intelligent video monitoringsystem.For multiple moving targets detection and tracking in intelligent video surveillance, thispaper made the following work:(1) the related knowledge of video object’s pretreatment:image denoising with filters、image edge detection、the processing of he binary image morphology and the simulation analysisof various technique.For view of the median filtering algorithm, this paper proposes a fastmedian filtering algorithm.(2) To test the multiple moving targets:this paper introduced Two-dimensional Otsuthreshold segmentation and solved the error segmentation problem that the target and thebackground difference is small;it Introduced the background difference method and inter-framedifference method in details.For multiple gaussian background model is not strong of real timecapability,this paper put forward a new multiple gaussian background modeling method ofimproved symmetrical frame difference method.(3)Multiple target tracking: This paper introduces the developing situation of the targettracking and some methods simply.then introduce the classical particle filter target trackingprinciple in details.On the basis of the characteristics of color matching,this paper put forward atracking method which based on YCbCr color space the color features of particle filter targettracking method.and then do the Multiple-people real-time tracking in the scene.

Related Dissertations

  1. Research on Cooperative Orbit Determination in Satellite Network Based on Multi-Agent System Theory,V474
  2. The Maneuvering Target Tracking Research Based on VRPF,TN957.52
  3. Research on the Theory of Visual Object Tracking Based on Particle Filter for Autonomous Robot,TP242
  4. Space Infrared Target Simulation and Application of Target Trace,TP391.41
  5. Moving Target Tracking Method Research in Video Sequences,TP391.41
  6. The Research of Attended Full Table Static and Dynamic Railway Weighing System,TH715.13
  7. Research on Target Tracking in Wireless Sensor Network,TN929.5
  8. Research and Design of Electric Fire Intelligent Monitoring System Based on ZigBee Wireless Sensor Network,TP274
  9. The Research on the Target Localization and Tracking Based on WSN,TN929.5
  10. The Research on Localization and Target Tracking in Wireless Sensor Network,TN929.5
  11. AUV Integrated Navigation Algorithm Study and System Implementation,U666.1
  12. Research on Fast Motion Estimation for Video Coding,TN919.81
  13. Wheeled humanoid robot navigation and path planning,TP242
  14. Petri net -based network intrusion detection system Research and Implementation,TP393.08
  15. Distributed Microphone Array Tracking Algorithm,TN912.3
  16. Based on the theory of multi-target tracking FISST Research,TN953
  17. Nonlinear Filtering Theory and Application in Multipath Mitigation for GNSS,TN967.1
  18. Major airports scenes maneuvering target tracking algorithm research,V351
  19. Research on Intelligent Monitoring and Management System Technique Based on the Wireless Sensor Networks,TP212.9
  20. Autopilot system for vision-guided AGV,TP391.41
  21. Distributed multi-view tracking method and implementation of statistical inference,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