• DocumentCode
    419388
  • Title

    Shape metamorphism using p-Laplacian equation

  • Author

    Cong, Ge ; Esser, Mehmet ; Parvin, Bahram ; Bebis, George

  • Author_Institution
    Comput. Sci., Lawrence Berkeley Nat. Lab., CA, USA
  • Volume
    4
  • fYear
    2004
  • fDate
    23-26 Aug. 2004
  • Firstpage
    15
  • Abstract
    We present a new approach for shape metamorphism, which is a process of gradually changing a source shape (known) through intermediate shapes (unknown) into a target shape (known). The problem, when represented with implicit scalar function, is under-constrained, and regularization is needed. Using the p-Laplacian equation (PLE), we generalize a series of regularization terms based on the gradient of the implicit function, and we show that the present methods lack additional constraints for a more stable solution. The novelty of our approach is in the deployment of a new regularization term when p → ∞ which leads to the infinite Laplacian equation (ILE). We show that ILE minimizes the supremum of the gradient and prove that it is optimal for metamorphism since intermediate solutions are equally distributed along their normal direction. Applications of the proposed algorithm for 2D and 3D objects are demonstrated.
  • Keywords
    Laplace equations; image morphing; implicit scalar function; infinite Laplacian equation; p-Laplacian equation; regularization terms; shape metamorphism; Equations; Pattern recognition; Shape;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
  • ISSN
    1051-4651
  • Print_ISBN
    0-7695-2128-2
  • Type

    conf

  • DOI
    10.1109/ICPR.2004.1333694
  • Filename
    1333694