• DocumentCode
    2101795
  • Title

    Moving targets detection algorithm based on the temporal-spatial segmentation algorithm

  • Author

    Wang, Jianping ; Chen, Liangfeng

  • Author_Institution
    School of Electrical Engineering and Automation, Hefei University of Technology, China
  • fYear
    2010
  • fDate
    4-6 Dec. 2010
  • Firstpage
    2196
  • Lastpage
    2200
  • Abstract
    To detect moving targets in an image sequence fast and accurately, a temporal-spatial segmentation algorithm of moving objects is addressed in this paper. First of all, the motion compensation is used in the received low frequency sub-images of a consecutive sequence that three frames images which is transformed with the 2D wavelet. After that, the temporal segmentation algorithm is used to extract the areas of the moving targets in the sub-images, and then the accurate areas of the moving targets in the original images are extracted with the spatial segmentation algorithm. To raise the efficiency of the algorithm, the Bisection method is introduced into the spatial segmentation method. It is shown by the experimental results that the moving targets are detected fast and accurately with the algorithm in the paper, and that the occlusion problem is solved well in the multi-target motion.
  • Keywords
    Algorithm design and analysis; Image color analysis; Image segmentation; Motion segmentation; Object detection; Object segmentation; Pixel; 2D Wavelet; Color and Texture; Temporal Difference; component;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Science and Engineering (ICISE), 2010 2nd International Conference on
  • Conference_Location
    Hangzhou, China
  • Print_ISBN
    978-1-4244-7616-9
  • Type

    conf

  • DOI
    10.1109/ICISE.2010.5689378
  • Filename
    5689378