• DocumentCode
    3420179
  • Title

    Multi-agent system for moving object segmentation and tracking

  • Author

    Chakroun, M. ; Wali, Ali ; Alimi, Adel M.

  • Author_Institution
    REGIM: Res. Group on Intell. Machines, Univ. of Sfax, Sfax, Tunisia
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 2 2011
  • Firstpage
    424
  • Lastpage
    429
  • Abstract
    Video segmentation and tracking have been important and challenging issues for many video processing. A novel spatio-temporal video object segmentation and tracking algorithm is proposed in this paper. This algorithm is based on multi-agent system and active contour technique. The multi-agent system is composed of a set of supervisor and explorator agents. The agents are communicating and inspired in their conduct from active contour technique, more precisely the “Level Sets”. We used the DIMA platform to implement this algorithm. Experimental results indicate that the proposed algorithm is more robust than previous approaches.
  • Keywords
    image segmentation; multi-agent systems; object tracking; video signal processing; DIMA platform; active contour technique; moving object segmentation; moving object tracking; multiagent system; spatio-temporal video object segmentation; video processing; video segmentation; Active contours; Complexity theory; Image color analysis; Image segmentation; Level set; Multiagent systems; Shape;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Video and Signal-Based Surveillance (AVSS), 2011 8th IEEE International Conference on
  • Conference_Location
    Klagenfurt
  • Print_ISBN
    978-1-4577-0844-2
  • Electronic_ISBN
    978-1-4577-0843-5
  • Type

    conf

  • DOI
    10.1109/AVSS.2011.6027366
  • Filename
    6027366