Evolution of Impulse Bursts Noise Filters
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @InProceedings{Vasicek:2009:AHS,
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author = "Zdenek Vasicek and Michal Bidlo and Lukas Sekanina and
Jim Torresen and Kyrre Glette and Marcus Furuholmen",
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title = "Evolution of Impulse Bursts Noise Filters",
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booktitle = "NASA/ESA Conference on Adaptive Hardware and Systems,
AHS 2009",
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year = "2009",
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month = "29 2009-" # aug # " 1",
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pages = "27--34",
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keywords = "genetic algorithms, genetic programming, Cartesian
genetic programming, evolutionary algorithm,
evolutionary circuit design, impulse burst noise
filter, median filter, burst noise, image denoising,
impulse noise, median filters",
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DOI = "doi:10.1109/AHS.2009.33",
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abstract = "The paper deals with evolutionary design of impulse
burst noise filters. As proposed filters use the
filtering window of 5times5 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.",
-
notes = "Also known as \cite{5325476}",
- }
Genetic Programming entries for
Zdenek Vasicek
Michal Bidlo
Lukas Sekanina
Jim Torresen
Kyrre Harald Glette
Marcus Furuholmen
Citations