Detail publikace

Evolution of Impulse Bursts Noise Filters

VAŠÍČEK, Z. BIDLO, M. SEKANINA, L. TORRESEN, J. GLETTE, K. FURUHOLMEN, M.

Originální název

Evolution of Impulse Bursts Noise Filters

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

Originální abstrakt

The paper deals with evolutionary design of impulse bursts noise filters. As proposed filters utilize the filtering window of 5 × 5 pixels, the design method has to be able to manage 25 eight-bit inputs. The large number of inputs results in an evolutionary algorithm not able to produce reasonably working filters because of the so-called scalability problem of evolutionary circuit design. However, the filters are designed using an extended version of Cartesian Genetic Programming which enables to reduce the number of inputs by selecting the most important of them. Experimental evaluation of the method has shown that evolved filters exhibit better results than conventional solutions based on various median filters.

Klíčová slova

image filter, evolutionary design, impulse bursts noise

Autoři

VAŠÍČEK, Z.; BIDLO, M.; SEKANINA, L.; TORRESEN, J.; GLETTE, K.; FURUHOLMEN, M.

Rok RIV

2009

Vydáno

2. 8. 2009

Nakladatel

IEEE Computer Society

Místo

Los Alamitos

ISBN

978-0-7695-3714-6

Kniha

Proc. of the 2009 NASA/ESA Conference on Adaptive Hardware and Systems

Strany od

27

Strany do

34

Strany počet

8

URL

https://www.fit.vut.cz/research/publication/8988/

BibTex

@inproceedings{BUT33790,
  author="Zdeněk {Vašíček} and Michal {Bidlo} and Lukáš {Sekanina} and Jim {Torresen} and Kyrre {Glette} and Marcus {Furuholmen}",
  title="Evolution of Impulse Bursts Noise Filters",
  booktitle="Proc. of the 2009 NASA/ESA Conference on Adaptive Hardware and Systems",
  year="2009",
  pages="27--34",
  publisher="IEEE Computer Society",
  address="Los Alamitos",
  isbn="978-0-7695-3714-6",
  url="https://www.fit.vut.cz/research/publication/8988/"
}