Directional processing of color images: Theory and experimental results

IEEE Transactions on Image Processing

Volumn 5, Issue 6, 1996, Pages 868-880

  Trahanias, Panos E ^a,b,c   Karakos, Damianos ^c,d   Venetsanopoulos, Anastasios N ^a,e  

^a IEEE

^b INSTITUTE OF COMPUTER SCIENCE   (Greece)

^c UNIVERSITY OF CRETE   (Greece)

^d UNIVERSITY OF MARYLAND   (United States)

^e UNIVERSITY OF TORONTO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

DIGITAL FILTERS; EDGE DETECTION; ESTIMATION; IMAGE RECONSTRUCTION; MATHEMATICAL MODELS; MAXWELL EQUATIONS; MEASUREMENT ERRORS; OPTIMIZATION; STATISTICAL METHODS; VECTORS;

CHROMATICITY ERROR; DIRECTIONAL INFORMATION; DIRECTIONAL PROCESSING; IMAGE FILTERING; VECTOR DIRECTIONAL FILTERS; VECTOR MEDIAN FILTERS;

COLOR IMAGE PROCESSING;

EID: 0030165952     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/83.503905     Document Type: Article

References (30)

1. P. E. Trahanias and A. N. Venetsanopoulos, "Vector directional filters - A new class of multichannel image processing filters," IEEE Trans. Image Processing, vol. 2, no. 4, pp. 528-534, Oct. 1993.
2. R. Machuca and K. Phillips, "Applications of vector fields to image processing," IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-5, no. 3, pp. 316-329, May 1983.
3. D. Ko and T. Chang, "Robust M-estimators on spheres," J. Multivariate Anal., vol. 45, pp. 104-136, 1993.
4. N. I. Fisher, "Spherical medians," J. Royal Stat. Society B, vol. 47, no. 2, pp. 342-348, 1985.
5. S. Naqvi, N. Galagher, and E. Coyle, "An application of median filtering to digital television," in Proc. IEEE ICASSP, Apr. 1986, pp. 2451-2454.
6. R. Strickland, C. Kim, and W. McDonnel, "Digital color image enhancement based on the saturation component," Opt. Eng., vol. 26, no. 7, pp. 609-616, July 1987.
7. J. Bescos, I. Glaser, and A. Sawchuk, "Restoration of color images degraded by chromatic aberrations," Appl. Opt., vol. 19, no. 22, pp. 3869-3876, Nov. 1980.
8. J. Zheng, K. P. Valavanis, and J. M. Gauch, "Noise removal from color images," J. Intell. Robot. Syst., vol. 7, no. 3, pp. 257-285, June 1993.
9. J. Astola, P. Haavisto, and Y. Neuvo, "Vector median filters," Proc. IEEE, vol. 78, no. 4. pp. 678-689, Apr. 1990.
10. M. Gabbouj, E. J. Coyle, and N. C. Gallagher, "An overview of median and stack filtering, " Circuits, Syst., Signal Processing, vol. 11, no. 1, pp. 7-45, 1992.
11. S. Sanwalka and A. N. Venetsanopoulos, "Vector order statistics filtering of color images," in Proc. 13th GRETSI Symp. Signal Image Processing, 1991, pp. 785-788.
12. p and its use in multivariate image estimation," IEEE Trans. Circuits Syst. Video Technol., vol. 1, no. 2, pp. 197-209, June 1991.
13. N. P. Galatsanos, A. K. Katsaggelos, R. T. Chin, and A. D. Hillery, "Least squares restoration of multichannel images," IEEE Trans. Acoust. Speech Signal Processing, vol. 39, no. 10, pp. 2222-2236, Oct. 1991.
14. N. P. Galatsanos and R. T. Chin, "Restoration of color images by multichannel Kalman filtering," IEEE Trans. Acoust. Speech Signal Processing, vol. 39, no. 10, pp. 2237-2252, Oct. 1991
15. P. E. Trahanias and A. N. Venetsanopoulos, "Color edge detection using vector order statistics," IEEE Irans. Image Processing, vol. 2, no. 2, pp. 259-264, Apr. 1993.
16. A. Cumani, "Edge detection in multispectral images," CVGIP: Graphical Models Image Processing, vol. 53, no. 1, pp. 40-51, Jan. 1991.
17. D. Ko and P. Guttorp, "Robustness of estimators for directional data," Ann. Stat., vol. 16, no. 2, pp. 609-618, 1988.
18. P. E. Trahanias, D. Karakos, and A. N. Venetsanopoulos, "Directional segmentation of color images," in I. Pitas, Ed., 1995 IEEE Workshop Nonlinear Signal Image Processing, Neos Marmaras, Halkidiki, June 1995, pp. 515-518.
19. W. K. Pratt, Digital Image Processing. New York: Wiley, 1991.
20. B. M. Brown, "Statistical uses of the spatial median," J. Royal Stat. Soc. B, vol. 45, no. 1, pp. 25-30, 1983.
21. K. V. Mardia, Statistics of Directional Data. London: Academic, 1972.
22. V. Barnett, "The ordering of multivariate data," J. Royal Stat. Soc. A, vol. 139, part 3, pp. 318-343, 1976.
23. F. Hampel, E. Ronchetti, P. Rousseevw, and W. Stahel, Robust Statistics: An Approach Based on Influence Functions. New York: Wiley, 1986.
24. I. Pitas and A. N. Venetsanopoulos, "Order statistics in digital image processing." Proc. IEEE, vol. 80, no. 12, pp. 1893-1921, Dec. 1992.
25. P. E. Trahanias and A. N. Venetsanopoulos, "Multichannel image processing using vector-angle ranking," in Proc. SPIE Conf., Nonlinear Image Processing IV, San Jose, CA, Jan. 30-Feb. 5, 1993.
26. I. Pitas and A. N. Venetsanopoulos, Nonlinear Digital Filters - Principles and Applications. Norwell, MA: Kluwer, 1990.
27. A. K. Jain. Fundamentals of Digital Image Processing. Englewood Cliffs, NJ: Prentice-Hall, 1989.
28. G. R. Arce and R. E. Foster, "Detail-preserving ranked-order based filters for image processing," IEEE Trans. Acoust. Speech Signal Processing, vol. 37, no. 1, pp. 83-98, Jan. 1989.
29. Y. H. Lee and S. A. Kassam, "Generalized median filtering and related nonlinear filtering techniques," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-33, no. 3, pp. 672-683, June 1985.
30. M. J. Vrhel and H. J. Trussell, "Filter considerations in color correction," IEEE Trans. Image Processing, vol. 3, no. 2, pp. 147-161, Mar. 1994.