Prof. Ing. Lukáš Sekanina, Ph.D.

VAŠÍČEK Zdeněk, BIDLO Michal, SEKANINA Lukáš, TORRESEN Jim, GLETTE Kyrre and FURUHOLMEN Marcus. 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
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
Publisher:IEEE Computer Society
+Type Name Title Size Last modified
iconfinal_ahs09.pdf520 KB2010-01-19 14:08:33
^ Select all
With selected:
image filter, evolutionary design, impulse bursts noise

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.

   author = {Zden{\v{e}}k Va{\v{s}}{\'{i}}{\v{c}}ek and Michal
	Bidlo and Luk{\'{a}}{\v{s}} 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 = {}

Your IPv4 address: