Evolution of Impulse Bursts Noise Filters

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F09%3APU82645" target="_blank" >RIV/00216305:26230/09:PU82645 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Evolution of Impulse Bursts Noise Filters
Original language 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 reducethe 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.
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year
2009
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proc. of the 2009 NASA/ESA Conference on Adaptive Hardware and Systems
ISBN
978-0-7695-3714-6
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
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Publisher name
IEEE Computer Society
Place of publication
Los Alamitos
Event location
San Francisco
Event date
Jul 29, 2009
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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