Nonlinear diffusion and image contour enhancement
Open Access
- 1 January 2004
- journal article
- Published by European Mathematical Society - EMS - Publishing House GmbH in Interfaces and Free Boundaries, Mathematical Analysis, Computation and Applications
- Vol. 6 (1) , 31-54
- https://doi.org/10.4171/ifb/90
Abstract
The theory of degenerate parabolic equations of the forms \[ u_t=(\Phi(u_x))_{x} \quad {\rm and} \quad v_{t}=(\Phi(v))_{xx} \] is used to analyze the process of contour enhancement in image processing, based on the evolution model of Sethian and Malladi. The problem is studied in the framework of nonlinear diffusion equations. It turns out that the standard initial-value problem solved in this theory does not fit the present application since it it does not produce image concentration. Due to the degenerate character of the diffusivity at high gradient values, a new free boundary problem with singular boundary data can be introduced, and it can be solved by means of a non-trivial problem transformation. The asymptotic convergence to a sharp contour is established and rates calculated.
Keywords
This publication has 0 references indexed in Scilit: