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Statements

Subject Item
n2:RIV%2F00216305%3A26230%2F11%3APU96102%21RIV12-MSM-26230___
rdf:type
skos:Concept n10:Vysledek
dcterms:description
This paper proposes an evolutionary approach based on Cartesian Genetic Programming to the design of image filters for impulse burst noise. The impulse burst noise belongs to more serious image distortions that cause a loss of information in a series of pixels together. The results introduced herein represent a continuation of our research in the design of high-quality image filters. Whilst the previous experiments considered only basic impulse burst noise in which a burst corrupting a series of pixels could take a single value, this paper is devoted to the filtering of more realistic noise of this type where the pixels in a burst can take different values. In order to increase the probability of removing the noise pixels while retaining other pixels unchanged, the concept of switching filter will be applied. In our case it means that the filter system is designed by evolution of both a filter circuit and a noise detector. We show that the proposed method is able to design an efficient and This paper proposes an evolutionary approach based on Cartesian Genetic Programming to the design of image filters for impulse burst noise. The impulse burst noise belongs to more serious image distortions that cause a loss of information in a series of pixels together. The results introduced herein represent a continuation of our research in the design of high-quality image filters. Whilst the previous experiments considered only basic impulse burst noise in which a burst corrupting a series of pixels could take a single value, this paper is devoted to the filtering of more realistic noise of this type where the pixels in a burst can take different values. In order to increase the probability of removing the noise pixels while retaining other pixels unchanged, the concept of switching filter will be applied. In our case it means that the filter system is designed by evolution of both a filter circuit and a noise detector. We show that the proposed method is able to design an efficient and
dcterms:title
Evolutionary Design of Efficient and Robust Switching Image Filters Evolutionary Design of Efficient and Robust Switching Image Filters
skos:prefLabel
Evolutionary Design of Efficient and Robust Switching Image Filters Evolutionary Design of Efficient and Robust Switching Image Filters
skos:notation
RIV/00216305:26230/11:PU96102!RIV12-MSM-26230___
n10:predkladatel
n11:orjk%3A26230
n3:aktivita
n21:S n21:P n21:Z
n3:aktivity
P(GAP103/10/1517), P(GD102/09/H042), S, Z(MSM0021630528)
n3:dodaniDat
n9:2012
n3:domaciTvurceVysledku
n4:6455719 n4:7173873 n4:7463456
n3:druhVysledku
n17:D
n3:duvernostUdaju
n6:S
n3:entitaPredkladatele
n23:predkladatel
n3:idSjednocenehoVysledku
198506
n3:idVysledku
RIV/00216305:26230/11:PU96102
n3:jazykVysledku
n20:eng
n3:klicovaSlova
image filter, evolutionary design, impulse burst noise, digital circuit
n3:klicoveSlovo
n13:impulse%20burst%20noise n13:image%20filter n13:digital%20circuit n13:evolutionary%20design
n3:kontrolniKodProRIV
[BFF0FFA3ED9D]
n3:mistoKonaniAkce
San Diego
n3:mistoVydani
Los Alamitos
n3:nazevZdroje
Proceedings of the 2011 NASA/ESA Conference on Adaptive Hardware and Systems
n3:obor
n22:JC
n3:pocetDomacichTvurcuVysledku
3
n3:pocetTvurcuVysledku
4
n3:projekt
n14:GAP103%2F10%2F1517 n14:GD102%2F09%2FH042
n3:rokUplatneniVysledku
n9:2011
n3:tvurceVysledku
Vašíček, Zdeněk Bidlo, Michal Glette, Kyrre Sekanina, Lukáš
n3:typAkce
n18:WRD
n3:zahajeniAkce
2011-06-06+02:00
n3:zamer
n8:MSM0021630528
s:numberOfPages
8
n12:hasPublisher
IEEE Computer Society
n19:isbn
978-1-4577-0599-1
n16:organizacniJednotka
26230