About: Evolution of Impulse Bursts Noise Filters

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The paper deals with evolutionary design of impulse bursts noise filters. As proposed filters utilize the filtering window of 5 x 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. The paper deals with evolutionary design of impulse bursts noise filters. As proposed filters utilize the filtering window of 5 x 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. (en)
Title	Evolution of Impulse Bursts Noise Filters Evolution of Impulse Bursts Noise Filters (en)
skos:prefLabel	Evolution of Impulse Bursts Noise Filters Evolution of Impulse Bursts Noise Filters (en)
skos:notation	RIV/00216305:26230/09:PU82645!RIV10-MSM-26230___
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(GA102/07/0850), P(GD102/09/H042), Z(MSM0021630528)
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Vašíček, Zdeněk Sekanina, Lukáš Bidlo, Michal
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoké učení technické v Brně / Fakulta informačních technologií
http://linked.open...dnocenehoVysledku	313978
http://linked.open...ai/riv/idVysledku	RIV/00216305:26230/09:PU82645
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	image filter, evolutionary design, impulse bursts noise (en)
http://linked.open.../riv/klicoveSlovo	evolutionary design image filter impulse bursts noise
http://linked.open...ontrolniKodProRIV	[CFF60403EBCC]
http://linked.open...v/mistoKonaniAkce	San Francisco
http://linked.open...i/riv/mistoVydani	Los Alamitos
http://linked.open...i/riv/nazevZdroje	Proc. of the 2009 NASA/ESA Conference on Adaptive Hardware and Systems
http://linked.open...in/vavai/riv/obor	JC
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	6 (xsd:int)
http://linked.open...vavai/riv/projekt	Mathematical and Engineering Approaches to Developing Reliable and Secure Concurrent and Distributed Computer Systems Design and hardware implementation of a patent-invention machine
http://linked.open...UplatneniVysledku	2009
http://linked.open...iv/tvurceVysledku	Sekanina, Lukáš Vašíček, Zdeněk Bidlo, Michal Glette, Kyrre Torresen, Jim Furuholmen, Marcus
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2009-07-29 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Výzkum informačních technologií z hlediska bezpečnosti
number of pages	8 (xsd:int)
http://purl.org/ne...btex#hasPublisher	IEEE Computer Society
https://schema.org/isbn	978-0-7695-3714-6
http://localhost/t...ganizacniJednotka	26230
is http://linked.open...avai/riv/vysledek of	Evolution of Impulse Bursts Noise Filters Evolution of Impulse Bursts Noise Filters Evolution of Impulse Bursts Noise Filters Evolution of Impulse Bursts Noise Filters

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