Publication Details

Evaluation of a New Platform For Image Filter Evolution

VAŠÍČEK, Z.; SEKANINA, L. Evaluation of a New Platform For Image Filter Evolution. Proc. of the 2007 NASA/ESA Conference on Adaptive Hardware and Systems. Los Alamitos: IEEE Computer Society, 2007. p. 577-584. ISBN: 076952866X.
Czech title
Evaluace nové platformy pro evoluční návrh obrazových filtrů
Type
conference paper
Language
English
Authors
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
ISBN
076952866X
Publisher
IEEE Computer Society
Place
Los Alamitos
BibTeX
@inproceedings{BUT28807,
  author="Zdeněk {Vašíček} and Lukáš {Sekanina}",
  title="Evaluation of a New Platform For Image Filter Evolution",
  booktitle="Proc. of the 2007 NASA/ESA Conference on Adaptive Hardware and Systems",
  year="2007",
  pages="577--584",
  publisher="IEEE Computer Society",
  address="Los Alamitos",
  isbn="076952866X",
  url="http://www.fit.vutbr.cz/~sekanina/publ/ahs07/ahs07.pdf"
}
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