Detail publikace
Partial Differential Equations in Image Processing
MIKULKA, J.
Originální název
Partial Differential Equations in Image Processing
Anglický název
Partial Differential Equations in Image Processing
Jazyk
en
Originální abstrakt
The paper deals with less known methods of image processing, i.e. methods that employ partial differential equations. The methods described in the paper are methods for image restoration (energy method, total variation restoration, heat equation, nonlinear diffusion, and Osher-Rudin shock filter for the enhancement of edges in an image) and methods for image segmentation (application of the level set method as a segmentation approach to complex shapes). The principles of several methods, their mathematical models, and ex-amples of image processing are given.
Anglický abstrakt
The paper deals with less known methods of image processing, i.e. methods that employ partial differential equations. The methods described in the paper are methods for image restoration (energy method, total variation restoration, heat equation, nonlinear diffusion, and Osher-Rudin shock filter for the enhancement of edges in an image) and methods for image segmentation (application of the level set method as a segmentation approach to complex shapes). The principles of several methods, their mathematical models, and ex-amples of image processing are given.
Dokumenty
BibTex
@inproceedings{BUT25690,
author="Jan {Mikulka}",
title="Partial Differential Equations in Image Processing",
annote="The paper deals with less known methods of image processing, i.e. methods that employ partial differential equations. The methods described in the paper are methods for image restoration (energy method, total variation restoration, heat equation, nonlinear diffusion, and Osher-Rudin shock filter for the enhancement of edges in an image) and methods for image segmentation (application of the level set method as a segmentation approach to complex shapes). The principles of several methods, their mathematical models, and ex-amples of image processing are given.",
address="Ing. Zdeněk Novotný, CSc., Ondráčkova 105, Brno",
booktitle="Proceedings of the 14th Conference and Competition STUDENT EEICT 2008",
chapter="25690",
howpublished="print",
institution="Ing. Zdeněk Novotný, CSc., Ondráčkova 105, Brno",
year="2008",
month="april",
pages="276--280",
publisher="Ing. Zdeněk Novotný, CSc., Ondráčkova 105, Brno",
type="conference paper"
}