• DocumentCode
    2772810
  • Title

    An improved connected component labeling by recursive label propagation

  • Author

    Kiran, B. Ravi ; Ramakrishnan, K.R. ; Kumar, Y. Senthil ; Anoop, K.P.

  • Author_Institution
    CVAI Lab., Indian Inst. of Sci., Bangalore, India
  • fYear
    2011
  • fDate
    28-30 Jan. 2011
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    This paper describes a novel approach to the connected component labeling problem, derived from two fast labeling algorithms, Wu et al. and Park et al. We propose a method that improves over existing divide and conquer methods. We propose two new methods - First, hierarchical (coarse to fine) label propagation from various sub images. Second, the recursive boundary labeling method is only one neighbor based and thus is 4-6 times faster than the conventional 8 neighborhood scan. We study the theoretical labeling performance and speedup.
  • Keywords
    computer vision; divide and conquer methods; coarse-to-fine label propagation; connected component labeling problem; divide and conquer approach; hierarchical label propagation; recursive boundary labeling method; recursive label propagation; Algorithm design and analysis; Classification algorithms; Complexity theory; Image resolution; Labeling; Optimization; Pixel; Boundary based processing; Hierarchical Processing; Recursive label propagation; connected component; divide and conquer; one neighbourhood scan;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications (NCC), 2011 National Conference on
  • Conference_Location
    Bangalore
  • Print_ISBN
    978-1-61284-090-1
  • Type

    conf

  • DOI
    10.1109/NCC.2011.5734746
  • Filename
    5734746