Skip to main content

Fast Modified Vector Median Filter

  • Conference paper
  • First Online:
Computer Analysis of Images and Patterns (CAIP 2001)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2124))

Included in the following conference series:

Abstract

A new filtering approach designed to eliminate impulsive noise in color images, while preserving fine image details is presented in this paper. The computational complexity of the new filter is significantly lower than that of the Vector Median Filter. The comparison shows that the new filter outperforms the VMF, as well as other standard procedures used in color image processing, when the impulse noise is to be eliminated.

This work was partially supported by KBN grant 8-T11E-013-19

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Similar content being viewed by others

References

  1. Pitas, I., Venetsanopoulos, A. N.: Nonlinear Digital Filters: Principles and Applications. Kluwer Academic Publishers, Boston, MA (1990)

    MATH  Google Scholar 

  2. Plataniotis, K.N., Venetsanopoulos, A.N.: Color Image Processing and Applications. Springer Verlag (June) (2000)

    Google Scholar 

  3. Venetsanopoulos, A.N., Plataniotis, K.N.: Multichannel image processing. Proceedings of the IEEE Workshop on Nonlinear Signal/Image Processing 2–6 (1995)

    Google Scholar 

  4. Pitas, I., Tsakalides, P.: Multivariate ordering in color image processing. IEEE Trans. on Circuits and Systems for Video Technology 1,3 (1991) 247–256

    Article  Google Scholar 

  5. Karakos, D.G., Trahanias, P.E.: Combining vector median and vector directional filters: The directional-distance filters. Proceedings of the IEEE Conf. on Image Processing, ICIP-95 (Oct) (1995) 171–174

    Google Scholar 

  6. Pitas, I., Venetsanopoulos, A.N.: Order statistics in digital image processing. Proceedings of IEEE 80(12) (1992) 1893–1923

    Article  Google Scholar 

  7. Astola, J., Haavisto, P., Neuovo, Y.: Vector median filters. IEEE Proceedings 78 (1990) 678–689

    Article  Google Scholar 

  8. Trahanias, P.E., Venetsanopoulos, A.N.: Vector directional filters: A new class of multichannel image processing filters. IEEE Trans. on Image Processing 2(4) (1993) 528–534

    Article  Google Scholar 

  9. Trahanias, P.E., Karakos, D., Venetsanopoulos, A.N.: Directional processing of color images: theory and experimental results. IEEE Trans. on Image Processing 5(6) (1996) 868–880

    Article  Google Scholar 

  10. Karakos, D., Trahanias, P.E.: Generalized multichannel image filtering structures. IEEE Trans. on Image Processing 6(7) (1997) 1038–1045

    Article  Google Scholar 

  11. Gabbouj, M., Cheickh, F.A.: Vector median-vector directional hybrid filter for colour image restoration. Proceedings of EUSIPCO (1996) 879–881

    Google Scholar 

  12. Plataniotis, K. N., Androutsos, D., Venetsanopoulos, A.N.V.: Fuzzy adaptive filters for multichannel image processing. Signal Processing Journal 55(1) (1996) 93–106

    Article  MATH  Google Scholar 

  13. Plataniotis, K. N., Androutsos, D., Sri, V., Venetsanopoulos, A.N.V.: A nearest neighbour multichannel filter. Electronic Letters (1995) 1910–1911

    Google Scholar 

  14. Plataniotis, K.N., Androutsos, D., Vinayagamoorthy, S., Venetsanopoulos, A.N.V.: Color image processing using adaptive multichannel filters. IEEE Trans. on Image Processing 6(7) (1997) 933–950

    Article  Google Scholar 

  15. Plataniotis, K.N., Androutsos, D., Venetsanopoulos, A.N.V.: Colour Image Processing Using Fuzzy Vector Directional Filters. Proc. of the IEEE Workshop on Nonlinear Signal/Image Processing. Greece (1995) 535–538

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2001 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Smolka, B., Szczepanski, M., Plataniotis, K.N., Venetsanopoulos, A.N. (2001). Fast Modified Vector Median Filter. In: Skarbek, W. (eds) Computer Analysis of Images and Patterns. CAIP 2001. Lecture Notes in Computer Science, vol 2124. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-44692-3_69

Download citation

  • DOI: https://doi.org/10.1007/3-540-44692-3_69

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-42513-7

  • Online ISBN: 978-3-540-44692-7

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics