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Video segmentation using fast marching and region growing algorithms

Eftychios Sifakis, Ilias Grinias, Georgios Tziritas
3rd European Workshop on Image Analysis for Multimedia Interactive Services — 2001
    Download the publication : SRG_2001.pdf [188Ko]  
    The algorithm presented in this paper was proposed for comparisons using the COST 211 data set. It is com- prised of three main stages: (1) classi cation of the im- age sequence, and parametric motion estimation in case of a moving camera, (2) change detection having as ref- erence a xed frame, an appropriately selected frame or a displaced frame, and (3) object localisation using lo- cal colour features. The image sequence classi cation is based on statistical tests on the frame di erence. The change detection module uses the two-label fast march- ing algorithm. Finally, the object localisation uses a region growing algorithm based on the colour similarity.

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    BibTex references

    @InProceedings{SGT01,
      author       = "Sifakis, Eftychios and Grinias, Ilias and Tziritas, Georgios",
      title        = "Video segmentation using fast marching and region growing algorithms",
      booktitle    = "3rd European Workshop on Image Analysis for Multimedia Interactive Services",
      year         = "2001",
      url          = "http://graphics.cs.wisc.edu/Papers/2001/SGT01"
    }
    
     

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