• DocumentCode
    1951908
  • Title

    Modulus maximum image energy using maximum entropy

  • Author

    Heric, D. ; Zazula, D.

  • Author_Institution
    Fac. of Electr. Eng. & Comput. Sci., Maribor Univ.
  • fYear
    2005
  • fDate
    8-10 June 2005
  • Firstpage
    57
  • Lastpage
    60
  • Abstract
    A negative gradient of the image energy is a driving force, which controls the movement of an active contour. We might say that the final shape depends most on how well the image energy is defined. Traditional image energy models produce a limited range of the force and a poor vector filed definition for concave regions. These limitations have been resolved by a gradient vector flow whose major disadvantage is computational time. However, we have proposed a novel modulus maximums image energy that is based on the wavelet transform. It is defined as a cubic spatial interpolation between adjacent modulus maxima. Its negative gradient has a large capture range and forces active contours also into a concave shape. At the end an example of active contour driven by the negative gradient of modulus maximum image energy is presented
  • Keywords
    gradient methods; image processing; interpolation; maximum entropy methods; wavelet transforms; adjacent modulus maxima; cubic spatial interpolation; gradient vector flow; maximum entropy; modulus maximum image energy; negative gradient; wavelet transform; Active contours; Computer science; Control systems; Deformable models; Energy resolution; Entropy; Force control; Laboratories; Shape; System software;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    ELMAR, 2005. 47th International Symposium
  • Conference_Location
    Zadar
  • Print_ISBN
    953-7044-01-4
  • Type

    conf

  • DOI
    10.1109/ELMAR.2005.193640
  • Filename
    1505641