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
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Pitas, I., Venetsanopoulos, A. N.: Nonlinear Digital Filters: Principles and Applications. Kluwer Academic Publishers, Boston, MA (1990)
Plataniotis, K.N., Venetsanopoulos, A.N.: Color Image Processing and Applications. Springer Verlag (June) (2000)
Venetsanopoulos, A.N., Plataniotis, K.N.: Multichannel image processing. Proceedings of the IEEE Workshop on Nonlinear Signal/Image Processing 2–6 (1995)
Pitas, I., Tsakalides, P.: Multivariate ordering in color image processing. IEEE Trans. on Circuits and Systems for Video Technology 1,3 (1991) 247–256
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
Pitas, I., Venetsanopoulos, A.N.: Order statistics in digital image processing. Proceedings of IEEE 80(12) (1992) 1893–1923
Astola, J., Haavisto, P., Neuovo, Y.: Vector median filters. IEEE Proceedings 78 (1990) 678–689
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
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
Karakos, D., Trahanias, P.E.: Generalized multichannel image filtering structures. IEEE Trans. on Image Processing 6(7) (1997) 1038–1045
Gabbouj, M., Cheickh, F.A.: Vector median-vector directional hybrid filter for colour image restoration. Proceedings of EUSIPCO (1996) 879–881
Plataniotis, K. N., Androutsos, D., Venetsanopoulos, A.N.V.: Fuzzy adaptive filters for multichannel image processing. Signal Processing Journal 55(1) (1996) 93–106
Plataniotis, K. N., Androutsos, D., Sri, V., Venetsanopoulos, A.N.V.: A nearest neighbour multichannel filter. Electronic Letters (1995) 1910–1911
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
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
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights 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