Dissertation > Excellent graduate degree dissertation topics show

Research and Implementation of Intelligent Monitoring System Based on the Treading Track

Author: ZhangZuo
Tutor: LiuZhiJing
School: Xi'an University of Electronic Science and Technology
Course: Applied Computer Technology
Keywords: Moving target detection Moving Target Tracking Walking track Identification of abnormal behavior
CLC: TP391.41
Type: Master's thesis
Year: 2008
Downloads: 216
Quote: 2
Read: Download Dissertation

Abstract


Recent years, with the video surveillance system to keep the development of digital and intelligent , smart monitoring technology has attracted the attention of more and more domestic and foreign firms and scholars and conducted a series of studies . With the progress of time , this technology has also been developed , intelligent monitoring has broad application prospects in the future is bound to bring huge economic benefits for the community . The main topic focused on the study of intelligent monitoring system based on the walking track , the implementation of intelligent monitoring wandering in a particular scene and retention of staff , the entire structure of the monitoring system by moving target detection , moving target tracking , and based on the walking track the abnormal behavior discriminant three modules , the system can effectively solve the defects of the existing labor monitoring system , competent intelligent monitoring unattended . This paper first introduces the current state of affairs at home and abroad in the key technologies for intelligent monitoring system status and development trend , and the analysis of the application of video surveillance . Then , moving target detection and extraction in the static background , using the weighted average method of background subtraction method and the time difference method for moving object detection to extract more precise movement of the body contour . Moving target tracking research , based on the analysis of the existing tracking method using a moving target tracking algorithm suitable for the system , the use of an external moving target rectangle real-time tracking of moving objects in the scene . On the basis of the detection and tracking of human motion information , discussion and people walking track , focused on a closed curve and spiral both linear and proposed a whole new kind of abnormal behavior of tracks recognition method , the method first detection of the moving body using the background subtraction method and the weighted average time difference method of target detection method to determine whether a person is suspicious , and then through the tracking and recording of the traveling locus of the human through the experimental results show that , the method proposed in this paper has a certain degree of reliability and robustness , but also has good real-time performance .

Related Dissertations

  1. Design and Implementation of Embedded Multi-parameter Intelligent Evironment Monitoring Systems,TP274
  2. The Study of the Background Modeling Algorithm for Object Detection and Implementation Based on DSP Technique,TP391.41
  3. Space motion panoramic three-dimensional measurement of small target,TP391.41
  4. Researches on Key Technology of Infrared Surveillance System,TP277
  5. Multi-channel Information Infusion of Spherical Compound Eye,TP202
  6. Moving Target Tracking Method Research in Video Sequences,TP391.41
  7. Study on Video Monitoring of Moving Object Detection Algorithms and Implementation,TP391.41
  8. Non- homogeneous environment Ground Moving Target Detection Technology,TN953
  9. Research on Features Extraction Method of Moving Target in Video,TP391.41
  10. Research on Moving Object Detection and Anomaly Analysis Technology in Video Surveillance,TP391.41
  11. Airborne radar echo simulation and moving target detection technique,TN959.73
  12. Design and implementation of short - range surveillance radar signal processing,TN959.11
  13. Research on the Segmentation of Moving Object Detecting,TP391.41
  14. Research on Moving Object Detection and Tracking Algorithms Based on Video Sequence,TP391.41
  15. Video-based traffic background extraction method,TP391.41
  16. The Application of Bilateral Learning and Particle Filter to Moving Object Tracking,TP391.41
  17. Key Technology Research and System Development of Target Detection and Tracking in the Video Surveillance System,TP391.41
  18. Video image moving target detection and tracking technology research,TP391.41
  19. Study of Object Detection and Tracking in Transportation Video Detection System,TP391.41
  20. The Influence of Synchronization Error to the Distributed SAR-Gmti,TN958
  21. Research on SAR Moving Targets Detection and Motion Estimation,TN958.2

CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer applications > Information processing (information processing) > Pattern Recognition and devices > Image recognition device
© 2012 www.DissertationTopic.Net  Mobile