Detail publikace

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

VAŠÍČEK, Z. SEKANINA, L.

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. 

Dokumenty

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"
}