Conference paper

BIDLO Michal and VAŠÍČEK Zdeněk. Functional-Level Development of Image Filters by Means of Cellular Automata. In: 2013 IEEE International Conference on Evolvable Systems (ICES). Singapore: IEEE Computer Society, 2013, pp. 29-36. ISBN 978-1-4673-5847-7. Available from: http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6613279
Publication language:english
Original title:Functional-Level Development of Image Filters by Means of Cellular Automata
Title (cs):Vývoj obrazových filtrů na úrovni funkčních bloků pomocí celulárních automatů
Pages:29-36
Proceedings:2013 IEEE International Conference on Evolvable Systems (ICES)
Conference:2013 IEEE International Conference on Evolvable Systems - From Biology to Hardware
Series:Proceedings of the 2013 IEEE Symposium Series on Computational Intelligence (SSCI)
Place:Singapore, SG
Year:2013
URL:http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6613279
ISBN:978-1-4673-5847-7
Publisher:IEEE Computer Society
URL:http://www.fit.vutbr.cz/~bidlom/Papers/2013/ssci-ices2013.pdf [PDF]
Keywords
Genetic algorithm, image filter, development, cellular automaton.
Annotation
A developmental method based on one-dimensional uniform cellular automaton is presented for generating image filters at the level of functional blocks. The key idea is to enhance the local transition function of cellular automaton in order to enable its cells to generate functional blocks when determining the new states during development. Simple genetic algorithm is applied to find a suitable cellular automaton (its initial state and the transition function) that is able in a finite number of steps to generate a functional structure for image filtering. Several sets of experiments are presented considering various settings of parameters of the developmental system. The evolved filters are evaluated using different types of grayscale images corrupted by salt-and-pepper noise of various intensity. The obtained filters are compared to some conventional median filters with respect to the filtering quality.
BibTeX:
@INPROCEEDINGS{
   author = {Michal Bidlo and Zden{\v{e}}k Va{\v{s}}{\'{i}}{\v{c}}ek},
   title = {Functional-Level Development of Image Filters by Means of
	Cellular Automata},
   pages = {29--36},
   booktitle = {2013 IEEE International Conference on Evolvable Systems
	(ICES)},
   series = {Proceedings of the 2013 IEEE Symposium Series on
	Computational Intelligence (SSCI)},
   year = {2013},
   location = {Singapore, SG},
   publisher = {IEEE Computer Society},
   ISBN = {978-1-4673-5847-7},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php.en.iso-8859-2?id=10247}
}

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