A well-balanced flow equation for noise removal and edge detection


Autoria(s): Barcelos, CAZ; Boaventura, M.; Silva, E. C.
Contribuinte(s)

Universidade Estadual Paulista (UNESP)

Data(s)

20/05/2014

20/05/2014

01/07/2003

Resumo

In this paper, an anisotropic nonlinear diffusion equation for image restoration is presented. The model has two terms: the diffusion and the forcing term. The balance between these terms is made in a selective way, in which boundary points and interior points of the objects that make up the image are treated differently. The optimal smoothing time concept, which allows for finding the ideal stop time for the evolution of the partial differential equation is also proposed. Numerical results show the proposed model's high performance.

Formato

751-763

Identificador

http://dx.doi.org/10.1109/TIP.2003.814242

IEEE Transactions on Image Processing. Piscataway: IEEE-Inst Electrical Electronics Engineers Inc., v. 12, n. 7, p. 751-763, 2003.

1057-7149

http://hdl.handle.net/11449/39215

10.1109/TIP.2003.814242

WOS:000184206100003

Idioma(s)

eng

Publicador

Institute of Electrical and Electronics Engineers (IEEE)

Relação

IEEE Transactions on Image Processing

Direitos

closedAccess

Palavras-Chave #diffusion equation #edge detection #Image processing #noise removal
Tipo

info:eu-repo/semantics/article