Identyfikatory
Warianty tytułu
Języki publikacji
Abstrakty
In this paper we address the problem of impulsive noise reduction in color images. A new, simple but efficient, filter for noise attenuation is introduced, and its relatio ship with commmonly used techniques is investigated. The computional complexity of the new filter is shown to be lower than that od the Vector Median Filter (VMF). The experiments indicate that the new filter outperforms the VMF, as well as other basic procedures used in color image processing for elimination of impulsive noise.
Słowa kluczowe
Czasopismo
Rocznik
Tom
Strony
327--350
Opis fizyczny
Bibliogr. 16 poz.
Twórcy
autor
- Silesian University of Technology, Department of Automatic Control, Akademicka 16 Str, 44-100 Gliwice, bsmolka@ia.posl.gliwice.pl
Bibliografia
- [1] Astola J., Haavisto P., Neuovo Y.: Vector median filters. IEEE Proc., 78, 678-689. 1990.
- [2] Pitas I., Venetsanopoulos A. N.: Nonlinear Digital Filters: Principles and Applications. Kluwer Academic Publishers. 1990.
- [3] Hardie R. C., Arce G. R.: Ranking in RP and its use in multivariate image estimation. IEEE Trans. on Circuits and System for Video Technology, 1(2), 197-209. 1991.
- [4] Pitas I., Tsakalides P.: Multivanate ordering in color image processing. IEEE Trans. on Circuits and Systems for Video Technology, 1(3), 247-256. 1991.
- [5] Pitas I., Venetsanopoulos A. N.: Order statistics in digital image processing. Proc. of IEEE, 80(12), 1893-1923. 1992.
- [6] Trahanias P. E., Venetsanopoulos A. N.: Vector directional filters: A new class of multichannel image processing filters. IEEE Trans. on Image Processing, 2(4), 528-534. 1993.
- [7] Karakos D. G., Trahanias P. E.: Combining vector median and vector directional filters: The directional-distance filters. Proc. of the IEEE Conf. on Image Processing, ICIP-95, 171-174. 1995.
- [8] Plataniotis K. N., Androutsos D., Sri V., Venetsanopoulos A. N.: A nearest neighbor multichannel filter. Electronic Letters, 1910-1911. 1995.
- [9] Plataniotis K. N. , Androutsos D., Venelsanopoulos A. N.: Adaptive fuzzy syslems for multichannel signal processing. Proc. of the IEEE, 87(9), 1601-1622. 1995.
- [10] Plataniotis K. N., Androutsos D., Venetsanopoulos A. N.: Fuzzy adaptive filters for multichannel image processing. Signal Processing Journal, 55(1), 93-106. 1996.
- [11] Trahanias P. E., Karakos D., Venetsanopoulos A. N.: Directional processing of color images: thcory and experimental results. IEEE Trans. on Image Processing, 5(6), 868-880. 1996.
- [12] Karakos D., Trahanias P. E.: Generalized multichannel image filtering structures. IEEE Trans. on Image Processing, 6(7), 1038-1045. 1997.
- [13] Lucat L., Siohan P.: Vector-Median type filters and fast-computation algorithms. Proc. of the IEEE Int. Symp. on Circuits and Systems. June 9-12, Hong Kong. 1997.
- [14] Plataniotis K. N., Androutsos D., Vinayagamoorthy S., Venetsanopoulos A. N.: Color image processing using adaptive multichannel filters. IEEE Trans. on Image Processing, 6(7), 933-950. 1997.
- [15] Plataniotis K. N., Venetsanopoulos A. N.: Color Image Processing and Applications. S-V. 2000.
- [16] Vardavoulia M. I., Andreadis I., Tsalides P.: A new vector median filier for colour image processing. PRL, 22, 675-689. 2001.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BWA1-0002-0072