Evolution of Impulse Bursts Noise Filters

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{Vasicek:2009:AHS,

• author = "Zdenek Vasicek and Michal Bidlo and Lukas Sekanina and Jim Torresen and Kyrre Glette and Marcus Furuholmen",
• title = "Evolution of Impulse Bursts Noise Filters",
• booktitle = "NASA/ESA Conference on Adaptive Hardware and Systems, AHS 2009",
• year = "2009",
• month = "29 2009-" # aug # " 1",
• pages = "27--34",
• 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",
• DOI = "doi:10.1109/AHS.2009.33",
• 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