Detail publikačního výsledku

Partial Differential Equations in Image Processing

MIKULKA, J.

Originální název

Partial Differential Equations in Image Processing

Anglický název

Partial Differential Equations in Image Processing

Druh

Stať ve sborníku v databázi WoS či Scopus

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.

Klíčová slova

image processing, partial differential equation, image restoration, image denoising, image segmentation, level set

Klíčová slova v angličtině

image processing, partial differential equation, image restoration, image denoising, image segmentation, level set

Autoři

MIKULKA, J.

Rok RIV

2010

Vydáno

24.04.2008

Nakladatel

Ing. Zdeněk Novotný, CSc., Ondráčkova 105, Brno

Místo

Brno

ISBN

978-80-214-3614-5

Kniha

Proceedings of the 14th Conference and Competition STUDENT EEICT 2008

Strany od

276

Strany do

280

Strany počet

5

URL

http://www.feec.vutbr.cz/EEICT/2008/sbornik/03-Doktorske%20projekty/02-Zpracovani%20signalu%20a%20obrazu/07-xmikul16.pdf

BibTex

@inproceedings{BUT25690,
  author="Jan {Mikulka}",
  title="Partial Differential Equations in Image Processing",
  booktitle="Proceedings of the 14th Conference and Competition STUDENT EEICT 2008",
  year="2008",
  pages="276--280",
  publisher="Ing. Zdeněk Novotný, CSc., Ondráčkova 105, Brno",
  address="Brno",
  isbn="978-80-214-3614-5",
  url="http://www.feec.vutbr.cz/EEICT/2008/sbornik/03-Doktorske%20projekty/02-Zpracovani%20signalu%20a%20obrazu/07-xmikul16.pdf"
}