Conference paper

VAŠÍČEK, Z., BIDLO, M., SEKANINA, L., TORRESEN, J., GLETTE, K. and FURUHOLMEN, M. Evolution of Impulse Bursts Noise Filters. In: Proc. of the 2009 NASA/ESA Conference on Adaptive Hardware and Systems. Los Alamitos: IEEE Computer Society, 2009, pp. 27-34. ISBN 978-0-7695-3714-6.
Publication language:english
Original title:Evolution of Impulse Bursts Noise Filters
Title (cs):Evoluce filtrů potlačujících skupinový výstřelový šum
Pages:27-34
Proceedings:Proc. of the 2009 NASA/ESA Conference on Adaptive Hardware and Systems
Conference:NASA/ESA Conference on Adaptive Hardware and Systems
Place:Los Alamitos, US
Year:2009
ISBN:978-0-7695-3714-6
Publisher:IEEE Computer Society
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Keywords
image filter, evolutionary design, impulse bursts noise
Annotation

The paper deals with evolutionary design of impulse bursts noise filters. As proposed filters utilize the filtering
window of 5 × 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.

BibTeX:
@INPROCEEDINGS{
   author = {Zdeněk Vašíček and Michal Bidlo and Lukáš Sekanina and Jim
	Torresen and Kyrre Glette and Marcus Furuholmen},
   title = {Evolution of Impulse Bursts Noise Filters},
   pages = {27--34},
   booktitle = {Proc. of the 2009 NASA/ESA Conference on Adaptive Hardware
	and Systems},
   year = {2009},
   location = {Los Alamitos, US},
   publisher = {IEEE Computer Society},
   ISBN = {978-0-7695-3714-6},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php.en?id=8988}
}

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