Publication detail

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

VAŠÍČEK, Z. SEKANINA, L.

Original Title

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

Type

article in a collection out of WoS and Scopus

Language

English

Original 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. 

Keywords

image filter, FPGA, evolvable hardware

Authors

VAŠÍČEK, Z.; SEKANINA, L.

RIV year

2007

Released

1. 9. 2007

Publisher

Springer Verlag

Location

Berlin

ISBN

978-3-540-74625-6

Book

Evolvable Systems: From Biology to Hardware

Edition

Lecture Notes in Computer Science

Pages from

222

Pages to

232

Pages count

11

URL

https://www.fit.vut.cz/research/publication/8412/

BibTex

@inproceedings{BUT30750,
  author="Zdeněk {Vašíček} and Lukáš {Sekanina}",
  title="Reducing the Area on a Chip Using a Bank of Evolved Filters",
  booktitle="Evolvable Systems: From Biology to Hardware",
  year="2007",
  series="Lecture Notes in Computer Science",
  volume="4684",
  pages="222--232",
  publisher="Springer Verlag",
  address="Berlin",
  isbn="978-3-540-74625-6",
  url="https://www.fit.vut.cz/research/publication/8412/"
}

Documents

46840222.pdf