Functional-Level Development of Image Filters by Means of Cellular Automata
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F13%3APU106311" target="_blank" >RIV/00216305:26230/13:PU106311 - isvavai.cz</a>
Result on the web
<a href="http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6613279" target="_blank" >http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6613279</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/ICES.2013.6613279" target="_blank" >10.1109/ICES.2013.6613279</a>
Alternative languages
Result language
angličtina
Original language name
Functional-Level Development of Image Filters by Means of Cellular Automata
Original language description
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.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
20206 - Computer hardware and architecture
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2013 IEEE International Conference on Evolvable Systems (ICES)
ISBN
978-1-4673-5847-7
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
29-36
Publisher name
IEEE Computer Society
Place of publication
Singapore
Event location
Singapore
Event date
Apr 15, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000334931400005