Publication Details

Evaluation of a New Platform For Image Filter Evolution

VAŠÍČEK Zdeněk and SEKANINA Lukáš. Evaluation of a New Platform For Image Filter Evolution. In: Proc. of the 2007 NASA/ESA Conference on Adaptive Hardware and Systems. Los Alamitos: IEEE Computer Society, 2007, pp. 577-584. ISBN 076952866X.
Czech title
Evaluace nové platformy pro evoluční návrh obrazových filtrů
Type
conference paper
Language
english
Authors
Vašíček Zdeněk, doc. Ing., Ph.D. (DCSY FIT BUT)
Sekanina Lukáš, prof. Ing., Ph.D. (DCSY FIT BUT)
URL
Keywords

FPGA, image filter, evolutionary design

Abstract

This paper describes a new FPGA implementation of a system for evolutionary image filter design. Three parallel search algorithms are compared. An optimal mutation rate and the quality of three pseudo-random number generators are investigated. The efficiency of proposed system is demonstrated on the problem of removing the salt-and-pepper noise with intensity of 5%, 10% and 20% and designing an edge detector which works with input images corrupted by the salt-and-pepper noise.

Published
2007
Pages
577-584
Proceedings
Proc. of the 2007 NASA/ESA Conference on Adaptive Hardware and Systems
Conference
NASA/ESA Conference on Adaptive Hardware and Systems , Edinburgh, GB
ISBN
076952866X
Publisher
IEEE Computer Society
Place
Los Alamitos, US
BibTeX 
@INPROCEEDINGS{FITPUB8381,
   author = "Zden\v{e}k Va\v{s}\'{i}\v{c}ek and Luk\'{a}\v{s} Sekanina",
   title = "Evaluation of a New Platform For Image Filter Evolution",
   pages = "577--584",
   booktitle = "Proc. of the 2007 NASA/ESA Conference on Adaptive Hardware and Systems",
   year = 2007,
   location = "Los Alamitos, US",
   publisher = "IEEE Computer Society",
   ISBN = "076952866X",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/8381"
}
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