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
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.