Dissertation > Excellent graduate degree dissertation topics show

Moving Targets Detection Methods Based on the Image Sequences

Author: MaZuo
Tutor: ChenShuWang
School: Hebei University of Science and Technology
Course: Measuring Technology and Instruments
Keywords: moving target detection moving target tracking background extraction digital image tracking platform
CLC: TP391.41
Type: Master's thesis
Year: 2010
Downloads: 65
Quote: 0
Read: Download Dissertation


All around us are in constant movements, all movement or state changes in a broad sense that is a signal, they convey different information. Change the nature of human understanding and that is get the signal from the start, after eliminate the false and retain the true, discard the dross and select the essential, exterior to interior, from here to the analysis and processing to achieve the ultimate goal. Achieved with precision, timeliness and robustness of motion detection and tracking is the current research.This paper studies the static cameras in the context of a single moving target detection and target tracking of frame difference and background difference method and so the original algorithm. Gives a single-camera motion detection and tracking under the implementation scheme, and then study the dynamic context of the moving target detection and tracking algorithms, together with other students set up a camera based on multi-target detection and tracking experiment platform to conduct some experiments. The work is as follows:1 for the frame difference and background difference method both the original object detection algorithm for the campaign’s strengths and weaknesses of these algorithms corresponding comparison method, improved and perfected. Improved algorithm, a method of background extraction and updating using Kalman filtering and area threshold constraints on various parameters for moving target state estimation, data on the experimental treatment, the results show that the improved motion target detection algorithm to quickly and accurately to achieve the initial model of moving target, the model update and prediction.2 digital image processing method mainly due to two practical applications:First, the people in order to facilitate analysis of the image information to further improve and perfect; second is to enable the automatic machine understanding of image data processing, such as:storage, transmission and display. This article analyzes the characteristics of digital image processing method and video image capture methods and principles. Define the scope of image processing, describes the image processing technique used to measure the performance of the main concepts and digital image processing in the principal study.3 the experimental design and implementation of target detection and tracking platform, the platform is based on the multi-camera, able to achieve the functions such as: moving target detection, target tracking well to the formation of You detection and tracking of data generated and the target trajectory transfer and so on.

Related Dissertations

  1. Research on Gyro Stabilized and Tracking Platform,V241.5
  2. Research on Basic Algorithms of Digital Image Processing and Implementation with FPGA,TP391.41
  3. Research on Visual Servo System of Mechanical ARM,TP242.6
  4. Application Research of Digital Image Processing on Container Inspection,TP274.4
  5. Research of Anomaly Detection Algorithms of Hyperspectral Imagery Based on Kernel Method,TP751
  6. Flow Behavior Description of Two-Phase Flow Based on Image Processing Techniques,TP391.41
  7. Metamorphosis and Choice,J41
  8. System Designing to Analysis the Real-time Density of Group-control Elevator Passengers Flow,TP391.41
  9. Design and Implementation of Embedded Multi-parameter Intelligent Evironment Monitoring Systems,TP274
  10. The Gray Image Processes Techology of Sediment Core and Its Application on the High Resolution Sediment Record in Inner Shelf of the East China Sea,P736.21
  11. Research on Moving Objects Detection Algorithms in Security Monitoring System,TP391.41
  12. The Study of Moving Object Detection and Tracking Algorithm Based on Image Information,TP391.41
  13. Research of Moving Object Detection and Tracking Technology,TP391.41
  14. Study of the Evaluation on the Homogeneity of Dielectric Barrier Discharges Basing on Digital Image Processing Technology,TP391.41
  15. Research on Pavement Crack Detection Algorithom Based on Digital Image Processing,TP391.41
  16. Video surveillance system moving target detection algorithm,TP391.41
  17. Space motion panoramic three-dimensional measurement of small target,TP391.41
  18. Low temperature detection of arcing contacts,TM572
  19. Image intensifier and a screen resolution of defect detection technology,TN144
  20. MJ fractal sets based image encryption algorithm and coding,TP309.7
  21. Projection-based digital video stabilization technology,TP391.41

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