• DocumentCode
    3318446
  • Title

    A Novel Video Object Spatial Segmenting Strategy Based on Morphological Filtering

  • Author

    Wang, Yujian ; Gao, Jianpo ; Wu, Zhenyang

  • Author_Institution
    Coll. of Inf. Sci. & Eng., Southeast Univ., Nanjing
  • Volume
    2
  • fYear
    2006
  • fDate
    3-6 Nov. 2006
  • Firstpage
    1677
  • Lastpage
    1682
  • Abstract
    Video object extraction has been a hot topic in the field of modern information processing. This paper proposes a novel video object watershed segmenting strategy, which combines the merits of alternative sequential filtering by reconstruction and adaptive threshold algorithm. This strategy can automatically determine the structural element size of the morphological filter and the threshold value of nonlinear transformation as well. The iteration of opening-closing by reconstruction with gradually expanding structural elements guarantees the reduction of the segmented regions. Besides, the iteration makes it easier to distinguish the gradient of edge pixels and that of the pixels inside the plateaus, which facilitates removing the small regions of local gradient extrema by adaptive threshold algorithm. Experiment results show that the proposed strategy brings about satisfactory spatial segmenting results
  • Keywords
    feature extraction; filtering theory; image reconstruction; image segmentation; iterative methods; mathematical morphology; transforms; video signal processing; adaptive threshold algorithm; alternative sequential filtering; edge pixel gradient; image reconstruction; information processing; local gradient extrema; morphological filtering; nonlinear transformation; video object extraction; video object spatial segmentation; video object watershed segmentation; Adaptive filters; Data mining; Educational institutions; Filtering algorithms; Image reconstruction; Image segmentation; Information filtering; Information filters; Information processing; Merging; adaptive threshold; alternative sequential filtering by reconstruction; watershed;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Security, 2006 International Conference on
  • Conference_Location
    Guangzhou
  • Print_ISBN
    1-4244-0605-6
  • Electronic_ISBN
    1-4244-0605-6
  • Type

    conf

  • DOI
    10.1109/ICCIAS.2006.295346
  • Filename
    4076252