• DocumentCode
    329484
  • Title

    Compression of image contours using combinatorial optimization

  • Author

    Nygaard, Ranveig ; Husoy, John Hakon ; Haugland, Dag

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Stavanger Univ., Norway
  • Volume
    1
  • fYear
    1998
  • fDate
    4-7 Oct 1998
  • Firstpage
    266
  • Abstract
    Compression of image contours is an important problem in many contexts. An example is object oriented video coding, where efficient encoding of shape information of arbitrarily shaped objects is a major problem. This paper presents a method for compressing contours by extracting representative points from the original curve. By formulating the point selection problem as a graph theory problem, known optimization theory can be applied in order to yield optimal compression with respect to a given error bound. The contour is reconstructed based on linear interpolation among the extracted curve points. The method presented guarantees a minimal distortion for a given number of retained curve points. Compared to many other compression methods, this method shows superior performance
  • Keywords
    data compression; edge detection; feature extraction; graph theory; image reconstruction; interpolation; optimisation; video coding; combinatorial optimization; contour reconstruction; error bound; graph theory; image contours compression; linear interpolation; minimal distortion; optimal compression; optimization theory; oriented video coding; performance; point selection problem; representative points extraction; shape information; Compression algorithms; Data compression; Data mining; Encoding; Graph theory; Image coding; Image reconstruction; Interpolation; Shape; Video coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
  • Conference_Location
    Chicago, IL
  • Print_ISBN
    0-8186-8821-1
  • Type

    conf

  • DOI
    10.1109/ICIP.1998.723470
  • Filename
    723470