Publication Details

Reducing the Area on a Chip Using a Bank of Evolved Filters

VAŠÍČEK Zdeněk and SEKANINA Lukáš. Reducing the Area on a Chip Using a Bank of Evolved Filters. In: Evolvable Systems: From Biology to Hardware. Lecture Notes in Computer Science, vol. 4684. Berlin: Springer Verlag, 2007, pp. 222-232. ISBN 978-3-540-74625-6.
Czech title
Snížení plochy na čipu s využitím banky evolučně navržených filtrů
Type
conference paper
Language
english
Authors
Keywords
image filter, FPGA, evolvable hardware
Abstract
An evolutionary algorithm is utilized to find a set of image filters which can be employed in a bank of image filters. This filter bank exhibits at least comparable visual quality of filtering in comparison with a sophisticated adaptive median filter when applied to remove the salt-and-pepper noise of high intensity (up to 70% corrupted pixels). The main advantage of this approach is that it requires four times less resources on a chip when compared to the adaptive median filter. The solution also exhibits a very good behavior for the impulse bursts noise which is typical for satellite images. 
Published
2007
Pages
222-232
Proceedings
Evolvable Systems: From Biology to Hardware
Series
Lecture Notes in Computer Science
Volume
4684
Conference
International Conference on Evolvable Systems: From Biology to Hardware , Wuhan, CN
ISBN
978-3-540-74625-6
Publisher
Springer Verlag
Place
Berlin, DE
BibTeX
@INPROCEEDINGS{FITPUB8412,
   author = "Zden\v{e}k Va\v{s}\'{i}\v{c}ek and Luk\'{a}\v{s} Sekanina",
   title = "Reducing the Area on a Chip Using a Bank of Evolved Filters",
   pages = "222--232",
   booktitle = "Evolvable Systems: From Biology to Hardware",
   series = "Lecture Notes in Computer Science",
   volume = 4684,
   year = 2007,
   location = "Berlin, DE",
   publisher = "Springer Verlag",
   ISBN = "978-3-540-74625-6",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/8412"
}
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