Detail publikace
Reducing the Area on a Chip Using a Bank of Evolved Filters
Originální název
Reducing the Area on a Chip Using a Bank of Evolved Filters
Anglický název
Reducing the Area on a Chip Using a Bank of Evolved Filters
Jazyk
en
Originální abstrakt
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.
Anglický abstrakt
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.
BibTex
@inproceedings{BUT30750,
author="Zdeněk {Vašíček} and Lukáš {Sekanina}",
title="Reducing the Area on a Chip Using a Bank of Evolved Filters",
annote="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. ",
address="Springer Verlag",
booktitle="Evolvable Systems: From Biology to Hardware",
chapter="30750",
edition="LNCS 4684",
howpublished="print",
institution="Springer Verlag",
journal="Lecture Notes in Computer Science (IF 0,513)",
year="2007",
month="september",
pages="222--232",
publisher="Springer Verlag",
type="conference paper"
}