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
Link To Document