Title :
Computation of skeleton by partial differential equation
Author :
Pasquignon, Denis
Author_Institution :
CEREMADE, Univ. de Paris IX Dauphine, Paris, France
Abstract :
The problem of computation of a “good” skeleton is still open because several somehow opposite requirements must be satisfied: the skeleton must represent the connected components of the shape (connectivity requirement). The skeleton must be noise insensitive. The computation must be as independent as possible of the grid effects. We discuss several classical “thinning” algorithms and show that they can be reinterpreted as partial differential equations governing the shape evolution. We propose the best adapted partial differential equation to the computation of the skeleton, and define a reliable numerical scheme to compute it. Experiments and comparison of methods close the paper
Keywords :
image processing; partial differential equations; connected components; connectivity requirement; experiments; grid effects; noise insensitive skeleton; numerical scheme; partial differential equation; shape evolution; skeleton computation; thinning algorithms; Grid computing; Image recognition; Level set; Noise shaping; Numerical models; Partial differential equations; Pattern recognition; Shape; Skeleton; Testing;
Conference_Titel :
Image Processing, 1995. Proceedings., International Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-8186-7310-9
DOI :
10.1109/ICIP.1995.529690