• DocumentCode
    584774
  • Title

    A novel labelling algorithm for object counting

  • Author

    Swaraj Raman, M. ; Sukanya, M.

  • Author_Institution
    Birla Inst. of Technol. & Sci., Pilani, India
  • fYear
    2012
  • fDate
    26-28 July 2012
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    Counting applications use various image processing techniques to count the objects of interest. The final and the most significant step in any image-based counting application is labeling. It becomes extremely difficult to label when the objects of interest overlap. Existing counting applications use labeling algorithms that provide the same label to overlapping objects. In this paper, we propose a new labeling algorithm which has the ability to distinguish certain overlapping objects and faithfully label both disjoint and overlapping objects. This results in more precise counting results vis-à-vis the present labeling algorithms.
  • Keywords
    image processing; object detection; image based counting application; image processing techniques; novel labelling algorithm; object counting; overlapping objects; Labeling; Registers; Solids; Algorithm; Backward; Connected Component; Count; Forward; Image; Labeling; Objects; Overlap; Pixel;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing Communication & Networking Technologies (ICCCNT), 2012 Third International Conference on
  • Conference_Location
    Coimbatore
  • Type

    conf

  • DOI
    10.1109/ICCCNT.2012.6395904
  • Filename
    6395904