Self-similar intermediate asymptotics for nonlinear degenerate parabolic free-boundary problems that occur in image processing

Authors
Citation
Gi. Barenblatt, Self-similar intermediate asymptotics for nonlinear degenerate parabolic free-boundary problems that occur in image processing, P NAS US, 98(23), 2001, pp. 12878-12881
Citations number
8
Categorie Soggetti
Multidisciplinary
Journal title
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
ISSN journal
00278424 → ACNP
Volume
98
Issue
23
Year of publication
2001
Pages
12878 - 12881
Database
ISI
SICI code
0027-8424(20011106)98:23<12878:SIAFND>2.0.ZU;2-C
Abstract
In the boundary layers around the edges of images, basic nonlinear paraboli c equations for image intensity used in image processing assume a special d egenerate asymptotic form. An asymptotic self-similar solution to this dege nerate equation is obtained in an explicit form. The solution reveals a sub stantially nonlinear effect-the formation of sharp steps at the edges of th e images, leading to edge enhancement. Positions of the steps and the time shift parameter cannot be determined by direct construction of a self-simil ar solution; they depend on the initial condition of the pre-self-similar s olution. The free-boundary problem is formulated describing the image inten sity evolution in the boundary layer.