• DocumentCode
    3269416
  • Title

    Interactive contour deformation of moving object using graph cut

  • Author

    Zolotová, I. ; Karch, P.

  • Author_Institution
    Dept. of Cybern. & Artificial Intell., Tech. Univ., Košice, Slovakia
  • fYear
    2010
  • fDate
    10-11 Sept. 2010
  • Firstpage
    263
  • Lastpage
    266
  • Abstract
    This paper deals with tracking of object with assistance by interactive deformation contour using Graph cut method. The method is used for the segmentation of tracked object on individual video frames. At the beginning of this method, user interactively defines object destined for tracking by defining its contour. The initialization of Graph cut method by determining of terminals of the object and background are determined automatically from initialization contour specified by the user at the first frame. This method can using as the initialization contours on the next frames the cuts from Graph cut method at previous frame. This paper presents experimental validation of the method for interactive deformation of contour for segmentation and tracking of moving objects.
  • Keywords
    deformation; graph theory; image segmentation; motion estimation; object detection; video signal processing; graph cut method; interactive contour deformation; moving object; object segmentation; object tracking; video frame; Cameras; Electron tubes; Image resolution; Image segmentation; Informatics; Intelligent systems; Pixel;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems and Informatics (SISY), 2010 8th International Symposium on
  • Conference_Location
    Subotica
  • Print_ISBN
    978-1-4244-7394-6
  • Type

    conf

  • DOI
    10.1109/SISY.2010.5647467
  • Filename
    5647467